Ultrafast de novo assembly for long noisy reads (though having no consensus step)


Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`


pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation"  https://arxiv.org/abs/1612.00593


Pointcept: a codebase for point cloud perception research. Latest works: PPT, MSC (CVPR'23), PTv2 (NeurIPS'22)


A combinatorics library for Julia


Floodlight SDN OpenFlow Controller


Toolkit for processing sequences in FASTA/Q formats


DeepSurv is a deep learning approach to survival analysis.


Bias and Fairness Audit Toolkit


Python API for Emma's Markov Model Algorithms


Algorand's official implementation in Go.


Home of CodeT5: Open Code LLMs for Code Understanding and Generation


Implementation of "TrackFormer: Multi-Object Tracking with Transformers”. [Conference on Computer Vision and Pattern Recognition (CVPR), 2022]


Deep learning with dynamic computation graphs in TensorFlow


A large-scale face dataset for face parsing, recognition, generation and editing.


Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"


Retro Games in Gym


sources for the Singular computer algebra system


Empowering everyone to build reliable and efficient software.


Variant calling and somatic mutation/CNV detection for next-generation sequencing data


starter from "How to Train a GAN?" at NIPS2016


ColabFold on your local PC


Fast Whole-Genome Similarity (ANI) Estimation


Emissions Modeling Framework (EMF)


Library of basic circuits for circom


A collection of mathematical models with experimental data in the PEtab format as benchmark problems in order to evaluate new and existing methodologies for data-based modelling


Solver for wind farm simulations targeting exascale computational platforms


Hifiasm: a haplotype-resolved assembler for accurate Hifi reads


The leading Wasm Runtime supporting WASIX, WASI and Emscripten


A customisable 3D platform for agent-based AI research


Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts


Tracking and object-based analysis of clouds


The official repository of the Eesen project


Multicore OCaml


Reference implementations of popular deep learning models.


Automatically exported from code.google.com/p/v-hacd


A very simple framework for state-of-the-art Natural Language Processing (NLP)


A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text


Deformable ConvNets V2 (DCNv2) in PyTorch


RPD Pipelines


A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN. Technique was originally created by https://twitter.com/advadnoun


MLPerf™ logging library


[ECCV2022] PETR: Position Embedding Transformation for Multi-View 3D Object Detection & [ICCV2023] PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images


NCCL Tests


Enhancing {ggplot2} plots with statistical analysis


Python toolbox for analyzing imaging data


Home of the dionaea honeypot


A Fast and Extensible DRAM Simulator, with built-in support for modeling many different DRAM technologies including DDRx, LPDDRx, GDDRx, WIOx, HBMx, and various academic proposals. Described in the IEEE CAL 2015 paper by Kim et al. at http://users.ece.cmu.edu/~omutlu/pub/ramulator_dram_simulator-ieee-cal15.pdf


Python package for studying large scale structure, cosmology, and galaxy evolution using N-body simulations and halo models


Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.


Source code for the TKET quantum compiler, Python bindings and utilities


Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"


Structural variation and indel detection by local assembly


Implementation of EfficientNet model. Keras and TensorFlow Keras.


A modular Hi-C mapping pipeline


Clustering cONtigs with COverage and ComposiTion


Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network,  in Pytorch


Automatic extraction of relevant features from time series:


RISC-V Open Source Supervisor Binary Interface


Astrocats module for the Open Supernova Catalog (OSC). Please use the issue tracker on this repo for all OSC issues.


R package for "sum of single effects" regression.


The posterior R package


CodeBERT


Production First and Production Ready End-to-End Speech Recognition Toolkit


Efficient neural speech synthesis


The WCSim GEANT4 application


High-efficiency floating-point neural network inference operators for mobile, server, and Web


DESI spectral pipeline


MetPy is a collection of tools in Python for reading, visualizing and performing calculations with weather data.


cytofkit: an integrated flow/mass cytometry data analysis pipeline


Neuroscience information exchange format


A map representation based on 3D segments


A tool for estimating repeat sizes


adegenet: a R package for the multivariate analysis of genetic markers


Native Python WFDB package


:twisted_rightwards_arrows: Neural Network (NN) Streamer, Stream Processing Paradigm for Neural Network Apps/Devices.


Multi-platform, free open source software for visualization and image computing.


AudioLDM: Generate speech, sound effects, music and beyond, with text.


Creative Commons Attribution 4.0 International

This repo contains the scripts, models, and required files for the Deep Noise Suppression (DNS) Challenge.


A package for Counterfactual Explanations and Algorithmic Recourse in Julia.


Automated testing to find logic and performance bugs in database systems


DESC Core Cosmology Library: cosmology routines with validated numerical accuracy


Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.


Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.


Time series Timeseries Deep Learning Machine Learning Pytorch  fastai | State-of-the-art Deep Learning library  for Time Series and Sequences in Pytorch / fastai


A library for flexible voxel-based mapping, mainly focusing on truncated and Euclidean signed distance fields.


The Charm++ parallel programming system. Visit https://charmplusplus.org/ for more information.


A toolbox for skeleton-based action recognition.


Image restoration with neural networks but without learning.


GRIDSS: the Genomic Rearrangement IDentification Software Suite


:earth_americas: Simple and fast watershed delineation in python.


A library to extract Code Property Graphs from C/C++, Java, Go, Python, Ruby and every other language through LLVM-IR.


Data augmentation for NLP


Members of the United States Congress, 1789-Present, in YAML/JSON/CSV, as well as committees, presidents, and vice presidents.


LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022


Mother of All BCI Benchmarks


cell detection in calcium imaging recordings


OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.


A pytorch CUDA extension implementation of instant-ngp (sdf and nerf), with a GUI.


common astrophysical microphysics routines with interfaces for the different AMReX codes


An open-source PyTorch code for crowd counting


OCR toolbox from Davar-Lab


Harrell Miscellaneous


:id: A python library for accurate and scalable fuzzy matching, record deduplication and entity-resolution.


[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs


A powerful toolset for genome arithmetic.


Jenkins automation server


A flexible framework for rapid genome analysis and interpretation


An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.


Generate Diverse Counterfactual Explanations for any machine learning model.


Count the MACs / FLOPs of your PyTorch model.


The Regional Hydro-Ecologic Simulation System


LiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training


Table Transformer (TATR) is a deep learning model for extracting tables from unstructured documents (PDFs and images). This is also the official repository for the PubTables-1M dataset and GriTS evaluation metric.


PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"


Genome assembly evaluation tool


Automatic program repair for Java with generate-and-validate techniques :v::v:: jGenProg (2014) - jMutRepair (2016) - jKali  (2016) - DeepRepair (2017) - Cardumen (2018) - 3sfix (2018)


Track emissions from Compute and recommend ways to reduce their impact on the environment.


Fork of OpenOCD that has RISC-V support


FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.


A Flow-based Generative Network for Speech Synthesis


R package for community ecologists: popular ordination methods, ecological null models & diversity analysis


The IDAES Process Systems Engineering Framework


Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI


An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations.


OpenNI


Pyramid Scene Parsing Network, CVPR2017.


ROC profiler library. Profiling with perf-counters and derived metrics.


RISC-V Proxy Kernel


Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.


Graphormer is a general-purpose deep learning backbone for molecular modeling.


Distributed deep learning on Hadoop and Spark clusters.


The Fastest DNN Running Framework on Web Browser


:fire: 2D and 3D Face alignment library build using pytorch


The electronic structure package for quantum computers.


Expanding natural instructions


RNA sequencing analysis pipeline using STAR, RSEM, HISAT2 or Salmon with gene/isoform counts and extensive quality control.


Aim  — An easy-to-use & supercharged open-source experiment tracker.


StyleFlow: Attribute-conditioned Exploration of StyleGAN-generated Images using  Conditional Continuous Normalizing Flows (ACM TOG 2021)


A lazy-grounding Answer-Set Programming system


Manipulate audio with a simple and easy high level interface


Implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Semantic Pixel-Wise Labelling


Vitis Libraries


Fast genome-wide functional annotation through orthology assignment


Software interfaces for interacting with brain atlases - Python client


pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation


Parflow is an open-source parallel watershed flow model.


A fast line-by-line code for high-resolution infrared molecular spectra


LIEF - Library to Instrument Executable Formats


BenchExec: A Framework for Reliable Benchmarking and Resource Measurement


RISCV port of the Slackware distribution


Read and write Neuroglancer datasets programmatically.


Train transformer language models with reinforcement learning.


Persistent Memory Development Kit


From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation


Nvidia Semantic Segmentation monorepo


An Analysis Tool for Smart Contracts


The Kalibr visual-inertial calibration toolbox


PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.


A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)


Yahoo! Cloud Serving Benchmark


Keras code and weights files for popular deep learning models.


Pindel can detect breakpoints of large deletions, medium sized insertions, inversions, tandem duplications and other structural variants at single-based resolution from next-gen sequence data. It uses a pattern growth approach to identify the breakpoints of these variants from paired-end short reads.


structural variant calling and genotyping with existing tools, but, smoothly.


jsoup: the Java HTML parser, built for HTML editing, cleaning, scraping, and XSS safety.


An experimental library for Cubical Agda


Pythonic Smart Contract Language for the EVM


Official PyTorch implementation of SegFormer


This package contains deep learning models and related scripts for RoseTTAFold


rSFSW2: A R package to create soil water balance simulation experiment


Research prototype tool for modular formal verification of C and Java programs


Apache Teaclave (incubating) SGX SDK helps developers to write Intel SGX applications in the Rust programming language, and also known as Rust SGX SDK.


PyTorch extensions for high performance and large scale training.


PyTorch implementation of "Supervised Contrastive Learning"  (and SimCLR incidentally)


A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.


Coordinate- and image-based meta-analysis in Python


Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.


An open-source NLP research library, built on PyTorch.


Aspect Based Sentiment Analysis, PyTorch Implementations.  基于方面的情感分析，使用PyTorch实现。


Build and run Docker containers leveraging NVIDIA GPUs


Intel® Nervana™ reference deep learning framework committed to best performance on all hardware


A flexible, high-performance serving system for machine learning models


The web application front end for Model My Watershed.


This is the home of Geo Open Accessibility Tool (GOAT)


BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）


A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.


Galaxy Tool Shed repositories maintained and developed by the GalaxyP community


DEPRECATED! Java implementation of the Ethereum yellowpaper. For JSON-RPC and other client features check Ethereum Harmony


A 13B large language model developed by Baichuan Intelligent Technology


A cancer immunotherapy tools suite


The City Energy Analyst (CEA)


Very fast SPARQL Engine, which can handle very large knowledge graphs like the complete Wikidata, offers context-sensitive autocompletion for SPARQL queries, and allows combination with text search. It's faster than engines like Blazegraph or Virtuoso, especially for queries involving large result sets.


:scroll: :tada: Automated reporting of objects in R


FLARE Obfuscated String Solver - Automatically extract obfuscated strings from malware.


Spring Framework


Eclipse SUMO is an open source, highly portable, microscopic and continuous traffic simulation package designed to handle large networks. It allows for intermodal simulation including pedestrians and comes with a large set of tools for scenario creation.


Shared repository for open-sourced projects from the Google AI Language team.


Hyperledger Cacti is a new approach to the blockchain interoperability problem


Massively parallel rigidbody physics simulation on accelerator hardware.


Cowrie SSH/Telnet Honeypot https://cowrie.readthedocs.io


Uniform metadata schema for buildings


A Java serialization/deserialization library to convert Java Objects into JSON and back


Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).


A benchmark framework for Tensorflow


A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision


PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO


Climate indices for drought monitoring


A collection of reference environments for offline reinforcement learning


Mesh TensorFlow: Model Parallelism Made Easier


Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)


Bacterial Isolate Genome Sequence Database (BIGSdb): A platform for gene-by-gene bacterial population annotation and analysis.


GLM (General Language Model)


Hexagonal hierarchical geospatial indexing system


The official repository for ROOT: analyzing, storing and visualizing big data, scientifically


Repository for hyperparameter tuning


Statistics for MINC volumes: A library to integrate voxel-based statistics for MINC volumes into the R environment. Supports getting and writing of MINC volumes, running voxel-wise linear models, correlations, etc.; correcting for multiple comparisons using the False Discovery Rate, and more. With contributions from Jason Lerch, Chris Hammill, Jim Nikelski and Matthijs van Eede. Some additional information can be found here:


A Gradual type system for Erlang


A reference client implementation for the playback of MPEG DASH via Javascript and compliant browsers.


PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation


Ongoing research training transformer language models at scale, including: BERT & GPT-2


OBBDetection is an oriented object detection library, which is based on MMdetection.


StarGAN v2 - Official PyTorch Implementation (CVPR 2020)


A python library for self-supervised learning on images.


Differential expression analysis for single-cell RNA-seq data.


Diagnostics for HierArchical Regession Models


A set of tools written in Perl and C++ for working with VCF files, such as those generated by the 1000 Genomes Project.


:memo: A text file containing 479k English words for all your dictionary/word-based projects e.g: auto-completion / autosuggestion


Zooniverse API to support user defined volunteer research projects


Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"


Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.


R Interface to Keras


OpenVPN  is  an open source VPN daemon


Fuzzy String Matching in Python


TCP port scanner, spews SYN packets asynchronously, scanning entire Internet in under 5 minutes.


A vision library for genicam based cameras


NEW - YOLOv8  in PyTorch > ONNX > OpenVINO > CoreML > TFLite


A PyTorch implementation of the YOLO v3 object detection algorithm


Graph Convolutional Networks for Text Classification. AAAI 2019


Tools for working with genomic and high throughput sequencing data.


This is the top-level project for the PULPissimo Platform. It instantiates a PULPissimo open-source system with a PULP SoC domain, but no cluster.


Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch


TensorFlow code and pre-trained models for BERT


Real-time full-duplex speech recognition server, based on the Kaldi toolkit and the GStreamer framwork.


Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.


Library for training machine learning models with privacy for training data


Secure and fast microVMs for serverless computing.


Lark is a parsing toolkit for Python, built with a focus on ergonomics, performance and modularity.


Flower: A Friendly Federated Learning Framework


Functions and classes to access online data resources. Maintainers: @keflavich and @bsipocz and @ceb8


A little word cloud generator in Python


Deep Learning GPU Training System


Community Terrestrial Systems Model (includes the Community Land Model of CESM)


CLI tool for spawning and running containers according to the OCI specification


OpenRefine is a free, open source power tool for working with messy data and improving it


Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"


An open-source tool for sequence learning in NLP built on TensorFlow.


pygame (the library) is a Free and Open Source python programming language library for making multimedia applications like games built on top of the excellent SDL library. C, Python, Native, OpenGL.


Unsupervised Learning for Image Registration


A PyTorch Implementation of Single Shot MultiBox Detector


The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.


A modular implementation of timely dataflow in Rust


Draco is a library for compressing and decompressing 3D geometric meshes and point clouds. It is intended to improve the storage and transmission of 3D graphics.


eBPF-based Networking, Security, and Observability


Python implementation of the NEAT neuroevolution algorithm


Play with neural networks!


A topic-centric list of HQ open datasets.


the LIBpcap interface to various kernel packet capture mechanism


Tools to process and analyze deep sequencing data.


DeepLab v3+ model in PyTorch. Support different backbones.


Joint Detection and Embedding for fast multi-object tracking


Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices


GPU code for spike sorting


A 2D chart library for Java applications (JavaFX, Swing or server-side).


An open source implementation of CLIP.


A TensorFlow Implementation of the Transformer: Attention Is All You Need


Pytorch0.4.1 codes for InsightFace


Optimized C library for EC operations on curve secp256k1


Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation:  https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125


Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.


Probabilistic reasoning and statistical analysis in TensorFlow


Scalable collective authority


A library of extension and helper modules for Python's data analysis and machine learning libraries.


A secure embedded operating system for microcontrollers


The second version of the Kraken taxonomic sequence classification system


Python scripts for ETL (extract, transform and load) jobs for Ethereum blocks, transactions, ERC20 / ERC721 tokens, transfers, receipts, logs, contracts, internal transactions. Data is available in Google BigQuery https://goo.gl/oY5BCQ


Lightweight library to build and train neural networks in Theano


Oscar and VinVL


Ethereum smart contract fuzzer


Task-based datasets, preprocessing, and evaluation for sequence models.


Optimizer and compiler/toolchain library for WebAssembly


Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2022"


OpenMMLab Model Compression Toolbox and Benchmark.


TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow


AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.


Keras implementations of Generative Adversarial Networks.


Taming Transformers for High-Resolution Image Synthesis


Israel's Ministry of Health's COVID-19 Exposure Prevention App


Hybrid Quantum-Classical Machine Learning in TensorFlow


M.I.T General Circulation Model master code and documentation repository


Global Superstructure/Workflow supporting the Global Forecast System (GFS)


A static type analyzer for Python code


Tools for using the Kinect One (Kinect v2) in ROS


Assemble, configure, and deploy autonomous AI Agents in your browser.


Minimum Information about any (X) Sequence” (MIxS) specification


Statsmodels: statistical modeling and econometrics in Python


Image Super-Resolution for Anime-Style Art


An open API for epidemiological data.


Python library for loading and using triangular meshes.


Read-based phasing of genomic variants, also called haplotype assembly


pyrpl turns your RedPitaya into a powerful DSP device, especially suitable as a lockbox in quantum optics experiments.


MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.


Samples for Hyperledger Fabric


Computing with Python functions.


Remote protein homology detection suite.


A cloud platform for greenhouse gas (GHG) data analysis and collaboration.


:warning: The Truffle Suite is being sunset. For information on ongoing support, migration options and FAQs, visit the Consensys blog. Thank you for all the support over the years.


A fast and secure runtime for WebAssembly


An extensible YANG validator and converter in python


Soot - A Java optimization framework


A library that provides an embeddable, persistent key-value store for fast storage.


A 3D computer vision development toolkit based on PaddlePaddle. It supports point-cloud object detection, segmentation, and monocular 3D object detection models.


PINT is not TEMPO3 -- Software for high-precision pulsar timing


TypeScript is a superset of JavaScript that compiles to clean JavaScript output.


The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919


Language Savant. If your repository's language is being reported incorrectly, send us a pull request!


Git Source Code Mirror - This is a publish-only repository but pull requests can be turned into patches to the mailing list via GitGitGadget (https://gitgitgadget.github.io/). Please follow Documentation/SubmittingPatches procedure for any of your improvements.


architecture-free neural network library for node.js and the browser


A faster pytorch implementation of faster r-cnn


A little tool to play with Windows security


A library for debugging/inspecting machine learning classifiers and explaining their predictions


Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node


Analysis and Visualization of Ribosome Profiling Data


An adaptive and distributed-memory parallel implementation of the immersed boundary (IB) method


Toolkit for Monte Carlo simulation of ionizing radiation — Trousse d'outils logiciels pour la simulation Monte Carlo du rayonnement ionisant


BFO repository including source code and latest documents


This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".


Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors


Workflows and interfaces for neuroimaging packages


Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE


OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.


An optimization-based multi-sensor state estimator


A PyTorch Extension:  Tools for easy mixed precision and distributed training in Pytorch


PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation


Text-to-3D & Image-to-3D & Mesh Exportation with NeRF + Diffusion.


Industry-strength Computer Vision workflows with Keras


Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts


Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors


Code and documentation to train Stanford's Alpaca models, and generate the data.


A flexible DICOM converter for organizing brain imaging data into structured directory layouts


A friendly package for Kepler & TESS time series analysis in Python.


COVID-19 Italia - Monitoraggio situazione


:scissors: :zap: Rapid haploid variant calling and core genome alignment


Datasets, Transforms and Models specific to Computer Vision


[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM /  Diffusion / Transformers / YOLOv8 / CNNs


Generative Models by Stability AI


Microsoft.Recognizers.Text provides recognition and resolution of numbers, units, date/time, etc. in multiple languages (ZH, EN, FR, ES, PT, DE, IT, TR, HI, NL. Partial support for JA, KO, AR, SV). Packages available at: https://www.nuget.org/profiles/Recognizers.Text, https://www.npmjs.com/~recognizers.text


Data manipulation and transformation for audio signal processing, powered by PyTorch


Multibody Dynamics Library designed for Free Floating Robots


Optimized primitives for collective multi-GPU communication


The interactive graphing library for Python :sparkles: This project now includes Plotly Express!


CockroachDB - the open source, cloud-native distributed SQL database.


The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"


ModSecurity is an open source, cross platform web application firewall (WAF) engine for Apache, IIS and Nginx that is developed by Trustwave's SpiderLabs. It has a robust event-based programming language which provides protection from a range of attacks against web applications and allows for HTTP traffic monitoring, logging and real-time analysis. With over 10,000 deployments world-wide, ModSecurity is the most widely deployed WAF in existence.


unet for image segmentation


The simplest, fastest repository for training/finetuning medium-sized GPTs.


WAVEWATCH III


The Text Encoding Initiative Guidelines


Wildfire Predictive Services to support decision making in prevention, preparedness, response and recovery


Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.


Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.


Hackable and optimized Transformers building blocks, supporting a composable construction.


A Python library for quantum programming using Quil.


Low-level data processing pipeline software for the Cherenkov Telescope Array


'ggplot2' Based Publication Ready Plots


Proteomics search software with integrated calibration, PTM discovery, bottom-up, top-down and LFQ capabilities


a language for fast, portable data-parallel computation


This repository contains implementations and illustrative code to accompany DeepMind publications


TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)


QUDA is a library for performing calculations in lattice QCD on GPUs.


A batteries-included toolkit for the GPU-accelerated OpenMM molecular simulation engine.


Transportation planning and traffic simulation software for creating cities friendlier to walking, biking, and public transit


Python library & console tool for controlling Xiaomi smart appliances


ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM


OpenZeppelin Contracts is a library for secure smart contract development.


Robot Vulnerability Database. An archive of robot vulnerabilities and bugs.


Open Food Facts database, API server and web interface -  Perl, CSS and JS coders welcome  For helping in Python, see Robotoff or taxonomy-editor


bedtools - the swiss army knife for genome arithmetic


OMNeT++ Discrete Event Simulator


A toolkit for reproducible reinforcement learning research.


Open-source simulator for autonomous driving research.


EasyList filter subscription (EasyList, EasyPrivacy, EasyList Cookie, Fanboy's Social/Annoyances/Notifications Blocking List)


Intel staging area for llvm.org contribution. Home for Intel LLVM-based projects.


A podcast manager for Android


JavaScript 3D Library.


OpenAI Baselines: high-quality implementations of reinforcement learning algorithms


The world's simplest facial recognition api for Python and the command line


OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark


PyTorch3D is FAIR's library of reusable components for deep learning with 3D data


News, full-text, and article metadata extraction in Python 3. Advanced docs:


The Agda standard library


Code for the paper Hybrid Spectrogram and Waveform Source Separation


Dynamic Documents for R


Marlin is an optimized firmware for RepRap 3D printers based on the Arduino platform. Many commercial 3D printers come with Marlin installed. Check with your vendor if you need source code for your specific machine.


Lightweight, general, scalable C++ library for finite element methods


The Rails app behind iNaturalist.org


tools for working with genome variation graphs


GraphVite: A General and High-performance Graph Embedding System


PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud, CVPR 2019.


Please choose the openseg.pytorch project for the updated code that achieve SOTA on 6 benchmarks!


[CVPR 2022] FaceFormer: Speech-Driven 3D Facial Animation with Transformers


Drone-based RGB-Infrared Cross-Modality Vehicle Detection via Uncertainty-Aware Learning


Release for Improved Denoising Diffusion Probabilistic Models


ResNet model in TensorFlow


source code for EVM


Official PyTorch implementation of StyleGAN3


Vennerable provides Venn diagrams in R. It displays Venn and Euler diagrams for up to 9 different sets and using a variety of geometries. It allows the display of area-weighted Venn diagrams and allows fine graphical control over the result.


The dataset for drone based detection and tracking is released, including both image/video, and annotations.


Point based  and tiny object detection and localization code set of UCAS-VG


Automatically exported from code.google.com/p/smhasher


Differentiable architecture search for convolutional and recurrent networks


Code, unit tests, and tutorials for running PICRUSt2


Semantic Scene Completion from a Single Depth Image


Drishti


CNN-RNN中文文本分类，基于TensorFlow


Design of experiments for Python


Code for paper "Attention on Attention for Image Captioning". ICCV 2019


TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression


Official code for Modeling the Background for Incremental Learning in Semantic Segmentation https://arxiv.org/abs/2002.00718


Facebook's Realtime Distributed FS based on Apache Hadoop 0.20-append


NVIDIA Deep learning Dataset Synthesizer (NDDS)


Fast and accurately polish the genome generated by long reads.


This research project implements a real-time object detection and pose estimation method as described in the paper, Tekin et al. "Real-Time Seamless Single Shot 6D Object Pose Prediction", CVPR 2018. (https://arxiv.org/abs/1711.08848).


GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis


Real time semantic slam in ROS with a hand held RGB-D camera


Program for aligning DNA sequences, a pairwise aligner.


:mag_right: :pill: Mass screening of contigs for antimicrobial and virulence genes


Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"


Virus Identification By iteRative ANnoTation


Training code for "Associative Embedding: End-to-End Learning for Joint Detection and Grouping"


WaveGAN: Learn to synthesize raw audio with generative adversarial networks


Estimating tumor fraction in cell-free DNA from ultra-low-pass whole genome sequencing.


Calculate signed distance fields for arbitrary meshes


Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"


AI for GNU Image Manipulation Program


GFF/GTF utility providing format conversions, region filtering, FASTA sequence extraction and more


Microsatellite instability (MSI) detection for tumor only data.


Easy to use, state-of-the-art Neural Machine Translation for 100+ languages


Batch effect adjustment based on negative binomial regression for RNA sequencing count data


TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)


An official implementation of Pangu-Weather


Code to compute the XP-CLR statistic to infer natural selection


MITObim - mitochondrial baiting and iterative mapping


P4-NetFPGA wiki


IOBR is an R package to perform comprehensive analysis of tumor microenvironment and signatures for immuno-oncology.


An SE(3)-invariant autoencoder for generating the periodic structure of materials [ICLR 2022]


Official implementation of Character Region Awareness for Text Detection (CRAFT)


An unsupervised learning framework for depth and ego-motion estimation from monocular videos


Inferring and visualizing clonal evolution in multi-sample cancer sequencing


InceptionTime: Finding AlexNet for Time Series Classification


Kernel Point Convolutions


:couple: Joint Discriminative and Generative Learning for Person Re-identification. CVPR'19 (Oral) :couple:


Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities


TMI 2018. H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes


Network Slimming (Pytorch) (ICCV 2017)


Statistical Rethinking course and book package


The SDK for Jetpac's iOS Deep Belief image recognition framework


An integrated pipeline for estimating strain-level genomic variation from metagenomic data


Pytorch-Named-Entity-Recognition-with-BERT


The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.


Software for Quantifying Interspersed Repeat Expression


Bayesian Additive Regression Trees For Python


Multi Task Vision and Language


scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge


Dynamic analysis of Android apps


Code for: S.R. Qasim, H. Mahmood, and F. Shafait, Rethinking Table Recognition using Graph Neural Networks (2019)


This is an official implementation of facial landmark detection for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919


[CVPR 2021] Self-supervised depth estimation from short sequences


Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!


DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral


A tensorflow implementation of EAST text detector


Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021


Samples for CUDA Developers which demonstrates features in CUDA Toolkit


pytrec_eval is an Information Retrieval evaluation tool for Python, based on the popular trec_eval.


Deeper Depth Prediction with Fully Convolutional Residual Networks (FCRN)


A Memento Aggregator CLI and Server in Go


A biplot based on ggplot2


A PyTorch port of the Neural 3D Mesh Renderer


Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes


Megalodon is a research command line tool to extract high accuracy modified base and sequence variant calls from raw nanopore reads by anchoring the information rich basecalling neural network output to a reference genome/transriptome.


IDR


Fitness landscape exploration sandbox for biological sequence design.


Graph Convolutional Networks in PyTorch


Python package for performing Entity and Text Matching using Deep Learning.


Training framework for conditional imitation learning


Tombo is a suite of tools primarily for the identification of modified nucleotides from raw nanopore sequencing data.


R Package for Scraping and Aggregating NFL Data


Convolutional Neural Network for 3D meshes in PyTorch


OpenAccess papers mined for Climate Change


FSGAN - Official PyTorch Implementation


SingleR: Single-cell RNA-seq cell types Recognition (legacy version)


The AMLSim project is intended to provide a multi-agent based simulator that generates synthetic banking transaction data together with a set of known money laundering patterns - mainly for the purpose of testing machine learning models and graph algorithms.  We welcome you to enhance this effort since the data set related to money laundering is critical to advance detection capabilities of money laundering activities.


speaker diarization by uis-rnn and speaker embedding by vgg-speaker-recognition


Train the HRNet model on ImageNet


A series of large language models developed by Baichuan Intelligent Technology


A python library that extracts data from various Starcraft II resources to power tools and services for the SC2 community.  Who doesn't want to hack on the games they play?


PICARD - Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models. PICARD is a ServiceNow Research project that was started at Element AI.


RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)


LPIPS metric. pip install lpips


Distributed and fault-tolerant realtime computation: stream processing, continuous computation, distributed RPC, and more


Stitching of large tiled datasets


Code for "Text Generation from Knowledge Graphs with Graph Transformers"


Semi-Supervised Learning, Object Detection, ICCV2021


Understand your transcriptome assembly


Official implementation of Diffusion Autoencoders


Trash Annotations in Context Dataset Toolkit


The Apache Kafka C/C++ library


The Swift Programming Language


kmeans using PyTorch


CKIP Neural Chinese Word Segmentation, POS Tagging, and NER


TCR and BCR assembly from RNA-seq data


Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch


A genomic k-mer counter (and sequence utility) with nice features.


Repository for Data Commons platform architecture overview, as well as developer and user documentation


OpenFLUID framework and applications


WaveRNN Vocoder + TTS


RootPainter: Deep Learning Segmentation of Biological Images with Corrective Annotation


EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV  2019 https://arxiv.org/abs/1901.00212


Enhanced hierarchical bag-of-word library for C++


Classification models trained on ImageNet. Keras.


[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training


Matterport3D is a pretty awesome dataset for RGB-D machine learning tasks :)


Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.


DeepPose implementation in Chainer


:robot: The MoveIt motion planning framework


An R package to flexible rearrange, reshape and aggregate data


Mesh parameterization / UV unwrapping library


[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training


Pyramid Stereo Matching Network (CVPR2018)


LSTM and QRNN Language Model Toolkit for PyTorch


Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network (ECCV 2018)


"DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion" code repository


Area-Proportional Euler and Venn Diagrams with Ellipses


Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.


NVIDIA's Deep Imagination Team's PyTorch Library


Explains the usage of the openLCA API from Python (Jython)


Transformer TTS: Implementation of a non-autoregressive Transformer based neural network for text to speech.


Reference implementation of real-time autoregressive wavenet inference


R-FCN with joint training and python support


Algorithm to implement Fraction and Copy number Estimate from Tumor/normal Sequencing.


Online and batch-based concept and data drift detection algorithms to monitor and maintain ML performance.


MCEdit, Minecraft World Editor 1.0 - no longer developed. See website for version 2.0


Fast genome analysis from unassembled short reads


Stand-alone language identification system


A fast multi-threaded k-mer counter


Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.


Learning to See in the Dark. CVPR 2018


Optical live-scan and ink fingerprint image quality assessment tool


Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022


Transcript assembly and quantification for RNA-Seq


A mix of GAN implementations including progressive growing


Extensive de-novo TE Annotator


ENMTools R Package


General Speech Restoration


LAnguage Model Analysis


PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)


A grammar of graphics for comparative genomics


A fast parallel implementation of RNN Transducer.


MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.


Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. EDVR has been merged into BasicSR and this repo is a mirror of BasicSR.


Code for "Texture Networks: Feed-forward Synthesis of Textures and Stylized Images" paper.


SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)


Noise supression using deep filtering


fast sample-swap and relatedness checks on BAMs/CRAMs/VCFs/GVCFs... "like damn that is one smart wine guy"


TensorFlow implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".


[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation


Public repository of the META-SHARE software


Count bases in BAM/CRAM files


Minimal keyword extraction with BERT


Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.


fpocket is a very fast open source protein pocket detection algorithm based on Voronoi tessellation. The platform is suited for the scientific community willing to develop new scoring functions and extract pocket descriptors on a large scale level. fpocket is distributed as free open source software. If you are interested in integrating fpocket in an industrial setting and require official support, please contact Discngine (www.discngine.com).


Post-analysis of immune repertoire sequencing data


CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)


A fast Python and command-line utility for extracting simple statistics against genome positions based on sequence alignments from a SAM or BAM file.


open-source feature selection repository in python


:warning: The Truffle Suite is being sunset. For information on ongoing support, migration options and FAQs, visit the Consensys blog. Thank you for all the support over the years.


District heating system optimisation and simulation models


Source code for generating the QGreenland package hosted at https://qgreenland.org/


The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.


Official code for BEVDepth.


The repository for the Sustainable Development Goals Interface Ontology


Is-Vegan helps you to find out which food ingredients are vegan / non-vegan


Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR


A robust Python tool for text-based AI training and generation using GPT-2.


NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.


The MLST pipeline developed by the PathOGiST research group


An interactive web-tool for RNA-seq analysis


Implementation and experiments  of graph embedding algorithms.


A repo for our peak baggin code and tips on jam


Code release for ConvNeXt model


The open source toolbox for reproducible diffusion MRI-based microstructure estimation


A K8s operator to reduce CO2 footprint of your clusters


FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)


:angel: Morph faces with Python, Numpy, Scipy


Unsupervised text tokenizer focused on computational efficiency


offline/online spike sorting. Un logiciel de gauche qui ne fait pas d'amalgame entre la classe et la coquetterie.


Elastic Malware Benchmark for Empowering Researchers


Neural network visualization toolkit for keras


Detect 6-DOF grasp poses in point clouds


Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network


A Unified Toolkit for Deep Learning Based Document Image Analysis


Robust, flexible and resource-efficient pipelines using Go and the commandline


aeneas is a Python/C library and a set of tools to automagically synchronize audio and text (aka forced alignment)


R package implementing analysis tools for lattice QCD


Monocular, One-stage, Regression of Multiple 3D People and their 3D positions & trajectories in camera & global coordinates. ROMP[ICCV21], BEV[CVPR22], TRACE[CVPR2023]


Bamboo see https://github.com/cornellblockchain/bamboo


Interactively explore metagenomes and more from a web browser.


Code for the paper "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"


Turn OpenStreetMap data and schedule information into GTFS


Debugging, monitoring and visualization for Python Machine Learning and Data Science


Deformable Convolutional Networks


Fast genome and metagenome distance estimation using MinHash


HLS based Deep Neural Network Accelerator Library for Xilinx Ultrascale+ MPSoCs


MrBayes is a program for Bayesian inference and model choice across a wide range of phylogenetic and evolutionary models. For documentation and downloading the program, please see the home page:


Parallel Programming with Python and Charm++


Python implementation of CMA-ES


Bioinformatics code libraries and scripts


An R package that assists with the setup and operation of a collection of soil data summary, comparison, and evaluation reports. These reports are primarily used by USDA-NRCS soil scientists in both initial and update mapping.


Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset


Flops counter for convolutional networks in pytorch framework


Cluster Investigation & Virus Epidemiology Tool


ETNA – Time-Series Library


Large-scale pretraining for dialogue


Android UI Testing


Grizli:  The "Grism redshift and line" analysis software


A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model (unofficial)


Minimum Information About a Plant Phenotyping Experiment


Spatial Sparse Convolution Library


A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.


bioBakery tools for meta'omic profiling


Yet another Japanese morphological analyzer


tidy methods for mixed models in R


Variational autoencoder for metagenomic binning


A flexible pipeline for complete analysis of bacterial genomes


This project contains command line tools to perform rigid, affine and non-linear registration of nifti or analyse images as well as utilities


Isaac Gym Reinforcement Learning Environments


The Ferret program from NOAA/PMEL


keras implement of transformers for humans


C3D is a modified version of BVLC caffe to support 3D ConvNets.


R We There Yet?


Turn Tweet IDs into Twitter JSON & CSV from your desktop!


n2p2 - A Neural Network Potential Package


Submanifold sparse convolutional networks


Multichannel Igor Electrophysiology Suite


PyTorch deep learning models for document classification


matplotlib: plotting with Python


EU's  Type-Approving vehicle simulator predicting NEDC CO2 emissions from WLTP


Contrastive Language-Audio Pretraining


Open-source C++ implementation of the recently proposed online active set strategy


PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control


papaja (Preparing APA Journal Articles) is an R package that provides document formats to produce complete APA manuscripts from RMarkdown-files (PDF and Word documents) and helper functions that facilitate reporting statistics, tables, and plots.


R package: Methods that Apply to Rows and Columns of Matrices (and to Vectors)


An MXNet implementation of Mask R-CNN


A Python package for exploring and analysing genetic variation data


pytorch1.0 updated. Support cpu test and demo. (Use detectron2, it's a masterpiece)


Structural variant and indel caller for mapped sequencing data


A constant throughput, correct latency recording variant of wrk


gentle forced aligner


Meteorology Simulator


Specification of Quil: A Practical Quantum Instruction Set Architecture


Open solution to the Mapping Challenge :earth_americas:


YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite


xOpera orchestrator compliant with TOSCA YAML v1.3 in the making


Ultra-fast and memory-efficient (meta-)genome assembler


TFHE: Fast Fully Homomorphic Encryption Library over the Torus


First-principles statistical mechanical software for the study of multi-component crystalline solids


A versatile modelling tool for transiting and non-transiting (single and multiple) exoplanetary systems


NeuroAnatomy Toolbox: An R package for the (3D) visualisation and analysis of biological image data, especially tracings of single neurons.


Biodiversity Data Quality (BDQ) Interest Group


QCD for Intel Xeon Phi and Xeon processors


Algorithm to texture 3D reconstructions from multi-view stereo images


Image-to-image translation with conditional adversarial nets


A data package for reporting on Northeast Continental Shelf ecosystem status and trends.


A mutable, self-balancing interval tree. Queries may be by point, by range overlap, or by range containment.


ThunderGBM: Fast GBDTs and Random Forests on GPUs


Data space of the DARIAH Lexical Resources Working Group


Web Application Security Scanner Framework


A fortran package for analysis and diagnostics on NEMO ocean model output.


A library for preparing data for machine translation research (monolingual preprocessing, bitext mining, etc.) built by the FAIR NLLB team.


ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation


pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models


Text-to-Speech Toolkit of the Speech and Language Technologies Group at the University of Stuttgart. Objectives of the development are simplicity, modularity, controllability and multilinguality.


A machine learning library for detecting anomalies in signals.


Tools for detecting DNA modifications from single molecule, real-time sequencing data


Neural network potentials


trustworthy AI related projects


Tools and methods for analysis of single cell assay data in R


Novel Coronavirus 2019 time series data on cases


CLI tools to process mapped Hi-C data


Toolbox for simulation and processing of in-vivo magnetic resonance spectroscopy (MRS) data


Multi-species size-based ecological modelling in R


Survival Analysis and Visualization


Evolutionary multi-objective optimization platform


Public repository for the Monte Python Code


Fast and frugal disk based k-mer counter


A PyTorch Toolbox for Face Recognition


Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters


Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.


pySCENIC is a lightning-fast python implementation of the SCENIC pipeline (Single-Cell rEgulatory Network Inference and Clustering) which enables biologists to infer transcription factors, gene regulatory networks and cell types from single-cell RNA-seq data.


Optimal Control for Switched Systems


Differentiate all the things!


Command line utility for forced alignment using Kaldi


[HELP REQUESTED] Generalized Additive Models in Python


Python library for knowledge graph embedding and representation learning.


Tools for processing 2P recordings


Open Energy Modelling Framework - Python toolbox for energy system modelling and optimisation


Near-optimal RNA-Seq quantification


README and scripts for the Cityscapes Dataset


Port of MATPOWER to Python


Code for the paper "Language Models are Unsupervised Multitask Learners"


RL implementations


The next version of bwa-mem


The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.


TigerBot: A multi-language multi-task LLM


Transactive Energy Service System


[vdjdb.cdr3.net is up and running] Git-based TCR database storage & management. Submissions welcome!


Front End repo for the Nowcasting project.


Central repository for tools, tutorials, resources, and documentation for robotics simulation in Unity.


Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework


Framework for indexing and querying ocean-sea ice model output.


information artifact ontology


A tool for estimating the future energy use, carbon emissions, and capital and operating cost impacts of energy efficiency and demand flexibility technologies in the U.S. residential and commercial building sectors.


Clone a voice in 5 seconds to generate arbitrary speech in real-time


A Python library for reading, validating, and writing transit schedule information in the GTFS format.


:earth_americas: An R package for spatial and spatiotemporal GLMMs with TMB


:bouncing_ball_person: Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial


Annotation-free quantification of RNA splicing. Yang I. Li, David A. Knowles, Jack Humphrey, Alvaro N. Barbeira, Scott P. Dickinson, Hae Kyung Im, Jonathan K. Pritchard


Tool to look for several security related Android application vulnerabilities


This tool parses log data and allows to define analysis pipelines for anomaly detection. It was designed to run the analysis with limited resources and lowest possible permissions to make it suitable for production server use.


Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.


A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.


CLIP (Contrastive Language-Image Pretraining),  Predict the most relevant text snippet given an image


Advanced Normalization Tools in R


open-source IEEE 802.11 WiFi baseband FPGA (chip) design: driver, software


Torchreid: Deep learning person re-identification in PyTorch.


Software-Defined GPS Signal Simulator


Python package for information theory.


Climate Simulation Operations


Allows multiple parties to agree on transactions before execution.


Pool-based active learning in Python


Explaining the output of machine learning models with more accurately estimated Shapley values


Digital Twins Definition Language


A Python framework for high performance GPU simulation and graphics


Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.


Maximum likelihood inference of time stamped phylogenies and ancestral reconstruction


Make human motion capture easier.


Advanced AI Explainability for computer vision.  Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.


Model parallel transformers in JAX and Haiku


TT


software for creating speech recognition models.


A Variant Call Format reader for Python.


Physical Optics Propagation in Python


Platform for Situated Intelligence


High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.


Geographical Data Processing in the Cloud


C++ library for zkSNARKs


Contrib package for Stable-Baselines3 -  Experimental reinforcement learning (RL) code


End-to-End Object Detection with Transformers


cluster data collected from production clusters in Alibaba for cluster management research


Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation


OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.


Tools for building power systems optimization problems


Inferring CNV from Single-Cell RNA-Seq


LibKGE - A knowledge graph embedding library for reproducible research


AiiDA plugin of the high-performance density functional theory code JuKKR (www.judft.de) for high-throughput electronic structure calculations.


Automatic architecture search and hyperparameter optimization for PyTorch


Open source pulsar search and analysis toolkit


Python implementation of the multistate Bennett acceptance ratio (MBAR)


Aliro: AI-Driven Data Science


Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.


Atomistic Spin Simulation Framework


A statically-typed linear functional language with graded modal types for fine-grained program reasoning


Eukaryotic Genome Annotation Pipeline


A PyTorch Basecaller for Oxford Nanopore Reads


An Open-Source Framework for Prompt-Learning.


This code can be used to generate simulated NIRCam, NIRISS, or FGS data


A unified framework for 3D content generation.


Autograd automatically differentiates native Torch code


Make Complex Heatmaps


Official GitHub repository for netCDF-Fortran libraries, which depend on the netCDF C library.  Install the netCDF C library first.


Public Workflows at GNPS


An open source library for face detection in images. The face detection speed can reach 1000FPS.


A python package for FITS input/output wrapping cfitsio


MatConvNet: CNNs for MATLAB


Qbsolv,a decomposing solver, finds a minimum value of a large quadratic unconstrained binary optimization (QUBO) problem by splitting it into pieces solved either via a D-Wave system or a classical tabu solver.   (Note that qbsolv by default uses its internal classical solver.  Access to a D-Wave system must be arranged separately.)


Utility functions for handling MIDI data in a nice/intuitive way.


COIN-OR Branch-and-Cut solver


Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research.  https://intellabs.github.io/distiller


pycorrector is a toolkit for text error correction. 文本纠错，实现了Kenlm，T5，MacBERT，ChatGLM3，LLaMA等模型应用在纠错场景，开箱即用。


Automatically detect and generate missing assertions for Junit test cases (also known as test amplification)


ChIP-seq peak-calling, QC and differential analysis pipeline.


An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.


Simple simulation code for HERA-like redundant interferometric arrays


Fast and flexible AutoML with learning guarantees.


A package for the analysis of 1d astronomical spectra, especially quasar and galaxy spectra.


Fast Holographic Deconvolution


Making Protein folding accessible to all!


Google Play Downloader via Command line


Official home of genome aligner based upon notion of Cactus graphs


Generate embeddings from large-scale graph-structured data.


Trusted side of the TEE


Zcash - Internet Money


Short-read sequencing tools


Display information about files in different file formats and find gadgets to build rop chains for different architectures (x86/x86_64, ARM/ARM64, MIPS, PowerPC, SPARC64). For disassembly ropper uses the awesome Capstone Framework.


Distributed Graph Database


AIRR Community Data Standards


Accessible large language models via k-bit quantization for PyTorch.


A Julia Basket of Hand-Picked Krylov Methods


An easy-to-use reinforcement learning library for research and education.


Probabilistic Inference on Noisy Time Series


Objax is a machine learning framework that provides an Object Oriented layer for JAX.


Community-provided extensions to Seurat


TLSH (C++ version)


QKeras: a quantization deep learning library for Tensorflow Keras


:robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+


Real-time updates and information about key SARS-CoV-2 variants, plus the scripts that generate this information.


Language Technology Platform


Module for statistical learning, with a particular emphasis on time-dependent modelling


The C-based Firmware Patching Framework for Broadcom/Cypress WiFi Chips that enables Monitor Mode, Frame Injection and much more


Android ViewServer and ADB client


A framework for Privacy Preserving Machine Learning


A TensorFlow implementation of DeepMind's WaveNet paper


INDRA (Integrated Network and Dynamical Reasoning Assembler) is an automated model assembly system interfacing with NLP systems and databases to collect knowledge, and through a process of assembly, produce causal graphs and dynamical models.


python package for analyzing general circulation model output data


Python 3 framework to facilitate verification, validation and uncertainty quantification (VVUQ) for a wide variety of simulations.


Super easy library for BERT based NLP models


Web application fuzzer


An API for easily incorporating the D-Wave system as a sampler, either directly or through Leap's cloud-based hybrid samplers


The CMU Link Grammar natural language parser


ARMORY Adversarial Robustness Evaluation Test Bed


A framework for rapid development of reliable asynchronous software.


ROOT I/O in pure Python and NumPy.


A Modular and Multi-Modal Mapping Framework


Operator Discretization Library  https://odlgroup.github.io/odl/


ABC: System for Sequential Logic Synthesis and Formal Verification


A domain specific language for neuron and synapse models in spiking neural network simulation


Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms


L5Kit - https://woven.toyota


A collection of Jupyter notebooks developed by the community showing how to use Qiskit


Next Generation Water Modeling Engine and Framework Prototype


Reach Biomedical Information Extraction


Intelligent Storage Acceleration Library


Scalable Symbolic-Numeric Set Computations


HElib is an open-source software library that implements homomorphic encryption. It supports the BGV scheme with bootstrapping and the Approximate Number CKKS scheme. HElib also includes optimizations for efficient homomorphic evaluation, focusing on effective use of ciphertext packing techniques and on the Gentry-Halevi-Smart optimizations.


The Z3 Theorem Prover


Open Source Computer Vision Library


Arb has been merged into FLINT -- use https://github.com/flintlib/flint/ instead


FedScale is a scalable and extensible open-source federated learning (FL) platform.


A Julia/JuMP Package for Power Network Optimization


Minimal metadata schemas for science software and code, in JSON-LD


Apache Beam is a unified programming model for Batch and Streaming data processing.


Hidden Markov Models in Python, with scikit-learn like API


An ecosystem water balance simulation model


Koka language compiler and interpreter


The Ensembl Variant Effect Predictor predicts the functional effects of genomic variants


Python client API for OpenEO


A fast and sensitive gapped read aligner


KenLM: Faster and Smaller Language Model Queries


This is now the official location of the Merlin project.


Project Malmo is a platform for Artificial Intelligence experimentation and research built on top of Minecraft. We aim to inspire a new generation of research into challenging new problems presented by this unique environment. --- For installation instructions, scroll down to *Getting Started* below, or visit the project page for more information:


A "batteries-included" distribution of ImageJ :battery:


ONNXMLTools enables conversion of models to ONNX


Read excel files (.xls and .xlsx) into R


Drivers and libraries for the Xbox Kinect device on Windows, Linux, and OS X


Trinity RNA-Seq de novo transcriptome assembly


N-body and hydro analysis tools for Python 3. (Older versions support Python 2.)


Haskell to JavaScript compiler, based on GHC


cisst/SAW stack for the da Vinci Research Kit (dVRK)


A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.


Transformer related optimization, including BERT, GPT


Sui, a next-generation smart contract platform with high throughput, low latency, and an asset-oriented programming model powered by the Move programming language


A blocking, shuffling and loss-less compression library that can be faster than `memcpy()`.


Causal Discovery in Python. Translation and extension of the Tetrad Java code.


Instant neural graphics primitives: lightning fast NeRF and more


Carbon-Aware SDK


An implementation of a deep learning recommendation model (DLRM)


LevelDB key/value database in Go.


brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan


Code Generation Framework For NEURON MODeling Language


Minimal implementation of the QUIC protocol


OpenPCDet Toolbox for LiDAR-based 3D Object Detection.


Browser extension that automatically fills out cookie popups based on your preferences


High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)


Speech recognition module for Python, supporting several engines and APIs, online and offline.


FSA/FST algorithms, differentiable, with PyTorch compatibility.


ROBOTIS Dynamixel SDK (Protocol1.0/2.0)


Torch-7 FFI bindings for NVIDIA CuDNN


Fit interpretable models. Explain blackbox machine learning.


A Python implementation of LightFM, a hybrid recommendation algorithm.


TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.


A cloud-native vector database, storage for next generation AI applications


Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models


Tools for diffing and merging of Jupyter notebooks.


Components for building WoT devices or for interacting with them over various IoT protocols


Hierarchical Engine for Large-scale Infrastructure Co-Simulation (HELICS)


Python package built to ease deep learning on graph, on top of existing DL frameworks.


Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R


Kepler (Kubernetes-based Efficient Power Level Exporter) uses eBPF to probe performance counters and other system stats, use ML models to estimate workload energy consumption based on these stats, and exports them as Prometheus metrics


100% working container for Nominatim


OpenMMLab Computer Vision Foundation


OpenStreetMap data to PostgreSQL converter


WebGL-based viewer for volumetric data


files for r4ss package


A C++ library for efficient tensor network calculations


Miami InSAR time-series software in Python


A deep learning library for video understanding research.


TIGRE: Tomographic Iterative GPU-based Reconstruction Toolbox


Simulate genealogical trees and genomic sequence data using population genetic models


A pythonic interface for radio astronomy interferometry data (uvfits, miriad, others)


objection - runtime mobile exploration


Emulator for rapid prototyping of Software Defined Networks


WebAssembly System Interface


RISC-V Opcodes


Example applications using the wolfSSL lightweight SSL/TLS library


Solhint is an open-source project to provide a linting utility for Solidity code.


PyTorch tutorials.


:seedling: Blockchain for planetary regeneration


Phantom Smoothed Particle Hydrodynamics and Magnetohydrodynamics code


RADICAL-Pilot


Core Python Web Archiving Toolkit for replay and recording of web archives


A fork and successor of the Sulley Fuzzing Framework


Main repository of SageMath. Now open for Issues and Pull Requests.


The PyTorch-based audio source separation toolkit for researchers


Repository for the code of the Open Energy Platform (OEP) website. The OEP provides an interface to the Open Energy Family


The fast, light, and robust client for Ethereum-like networks.


Open-source code analysis platform for C/C++/Java/Binary/Javascript/Python/Kotlin based on code property graphs. Discord https://discord.gg/vv4MH284Hc


SAM Simulation Core (SSC) contains the underlying performance and financial models for SAM


netcdf4-python: python/numpy interface to the netCDF C library


A scientific software for the numerical simulation of seismic wave phenomena and earthquake dynamics


Project overview, general documentation, and white papers. The CWA development ends on May 31, 2023. You still can warn other users until April 30, 2023. More information:


The Ethereum Wiki


Performance monitoring and benchmarking suite


Gazebo classic. For the latest version, see https://github.com/gazebosim/gz-sim


Occlum is a memory-safe, multi-process library OS for Intel SGX


Gephi - The Open Graph Viz Platform


Python wrapper for tshark, allowing python packet parsing using wireshark dissectors


Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit


Verified Software Toolchain


jiant is an nlp toolkit


HAPI FHIR - Java API for HL7 FHIR Clients and Servers


BLAS-like Library Instantiation Software Framework


Q# libraries for the Quantum Development Kit


A Python 3 implementation built on GraalVM


Prototype implementation of IOTA 2.0


Example models using DeepSpeed


Light-weight, simple and fast XML parser for C++ with XPath support


Streetmix makes it easy for people to design public spaces together.


FuzzBench - Fuzzer benchmarking as a service.


Official AFNI source and documentation


Caffe: a fast open framework for deep learning.


RotorS is a UAV gazebo simulator


A Python package to assess and improve fairness of machine learning models.


Seamless operability between C++11 and Python


A python Linear Programming API


C library for high-throughput sequencing data formats


Tool Shed repositories maintained by the Intergalactic Utilities Commission


An enterprise friendly way of detecting and preventing secrets in code.


fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.


Tools (written in C using htslib) for manipulating next-generation sequencing data


A flexible, high-performance 3D simulator for Embodied AI research.


Reference models and tools for Cloud TPUs.


Ongoing research training transformer models at scale


MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.


Parallel solvers for sparse linear systems featuring multigrid methods.


REMIND - REgional Model of INvestments and Development


Free and Open, Distributed, RESTful Search Engine


Ibex is a small 32 bit RISC-V CPU core, previously known as zero-riscy.


code for reading and processing Allen Institute for Brain Science data


Conversion between Traditional and Simplified Chinese


State of the art mutation testing system for the JVM


Modelica library for building and district energy systems developed within IBPSA Project 1


NLTK Source


Tensorforce: a TensorFlow library for applied reinforcement learning


NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.


A fork of OpenAI Baselines, implementations of reinforcement learning algorithms


Daemon for easy but powerful stats aggregation


the package manager for JavaScript


A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science


Optimization functions for Julia


Security analysis tool for EVM bytecode. Supports smart contracts built for Ethereum, Hedera, Quorum, Vechain, Roostock, Tron and other EVM-compatible blockchains.


Gaussian processes framework in python


Spring Boot


Fast and flexible physics-based battery models in Python


INET Framework for the OMNeT++ discrete event simulator


Port of Facebook's LLaMA model in C/C++


RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.


bike sharing + python = pybikes


Survival analysis in Python


Community maintained fork of pdfminer - we fathom PDF


Distributed Asynchronous Hyperparameter Optimization in Python


Neural Network Libraries


A treasure chest for visual classification and recognition powered by PaddlePaddle


Bandit is a tool designed to find common security issues in Python code.


飞桨大模型开发套件，提供大语言模型、跨模态大模型、生物计算大模型等领域的全流程开发工具链。


An open-source graph database


SymEngine is a fast symbolic manipulation library, written in C++


Open deep learning compiler stack for cpu, gpu and specialized accelerators


Kubernetes Native Edge Computing Framework (project under CNCF)


Breeze is a numerical processing library for Scala.


Unfancy JavaScript


G+Smo (pronounced gismo or gizmo) is a C++ library for isogeometric analysis (IGA). Geometry plus simulation modules aims at the seamless integration of Computer-aided Design (CAD) and Finite Element Analysis (FEA).


Automated auditing, performance metrics, and best practices for the web.


GFS physics for CCPP


oneAPI Threading Building Blocks (oneTBB)


Parameterize, execute, and analyze notebooks


Open source Structure-from-Motion pipeline


Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs.  Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.


A powerful, format-agnostic, and community-driven Python package for analysing and visualising Earth science data


Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as aesara: www.github.com/pymc-devs/aesara


LGPL Pure Python OPC-UA Client and Server


An extensible framework for feature-oriented software development


A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.


A framework for few-shot evaluation of language models.


Multilingual Sentence & Image Embeddings with BERT


COVID Safe Paths (based on Private Kit) is an open and privacy preserving system to use personal information to battle COVID


FinRL:  Financial Reinforcement Learning.


Gluon CV Toolkit


Gaussian processes in TensorFlow


An open-source C++ library developed and used at Facebook.


Find and verify credentials


A command line toolkit to generate maps, point clouds, 3D models and DEMs from drone, balloon or kite images.


NeMo: a toolkit for conversational AI


Font files available from Google Fonts, and a public issue tracker for all things Google Fonts


OpenROAD's unified application implementing an RTL-to-GDS Flow. Documentation at https://openroad.readthedocs.io/en/latest/


The Fast Cross-Platform Package Manager


ShellCheck, a static analysis tool for shell scripts


A highly efficient implementation of Gaussian Processes in PyTorch


R's data.table package extends data.frame:


A python library for user-friendly forecasting and anomaly detection on time series.


Deep learning library featuring a higher-level API for TensorFlow.


OpenMMLab Pose Estimation Toolbox and Benchmark.


Scapy: the Python-based interactive packet manipulation program & library. Supports Python 2 & Python 3.


Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.


Dynamic Instrumentation Tool Platform


Stores documents used by the TensorFlow developer community


The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.


ModelScope: bring the notion of Model-as-a-Service to life.


The uncompromising Python code formatter


Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai


Registry for Digital Public Goods


DyNet: The Dynamic Neural Network Toolkit


AWS SDK for Python


An Industrial Grade Federated Learning Framework


Distributed Task Queue (development branch)


Intel® RealSense™ SDK


Stream Processing and Complex Event Processing Engine


Adaptive Experimentation Platform


P4_16 reference compiler


Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.


The COnstraint-Based Reconstruction and Analysis Toolbox.              Documentation:


Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.


Low-code framework for building custom LLMs, neural networks, and other AI models


A mighty CSS linter that helps you avoid errors and enforce conventions.


The Go programming language


World's fastest and most advanced password recovery utility


Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.


A Modelica model library for building performance simulations


Port of Google v8 engine to RISC-V.


A PyTorch-based Speech Toolkit


Interactive, thoroughly customizable maps in the browser, powered by vector tiles and WebGL


Statistical data visualization in Python


Exascale global atmosphere model written in C++ as part of the E3SM project


A collaboration friendly studio for NeRFs


OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.


Collection of comprehensive TypeScript libraries for Interaction with the Ethereum JSON RPC API and utility functions.


cuML - RAPIDS Machine Learning Library


Google core libraries for Java


A toolkit for making real world machine learning and data analysis applications in C++


Suricata is a network Intrusion Detection System, Intrusion Prevention System and Network Security Monitoring engine developed by the OISF and the Suricata community.


OpenFaaS - Serverless Functions Made Simple


Anserini is a Lucene toolkit for reproducible information retrieval research


The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.


Node.js API for Chrome


An open autonomous driving platform


The C++ Standard Library for Parallelism and Concurrency


An incremental parsing system for programming tools


Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research


ChakraCore is an open source Javascript engine with a C API.


Agda is a dependently typed programming language / interactive theorem prover.


A game theoretic approach to explain the output of any machine learning model.


Google Research


Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.


Apache Commons Lang


The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.


Official ECMAScript Conformance Test Suite


Open Fabric Interfaces


Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch


Production-Grade Container Scheduling and Management


Java 1-17 Parser and Abstract Syntax Tree for Java with advanced analysis functionalities.


Unicorn CPU emulator framework (ARM, AArch64, M68K, Mips, Sparc, PowerPC, RiscV, S390x, TriCore, X86)


Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.


OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference


Machine learning for NeuroImaging in Python


Bayesian Modeling and Probabilistic Programming in Python


A natural language modeling framework based on PyTorch


Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology


Mirror of Apache Cassandra


The Roslyn .NET compiler provides C# and Visual Basic languages with rich code analysis APIs.


Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.


Flax is a neural network library for JAX that is designed for flexibility.


Geometric Computer Vision Library for SpatialAI


GitPython is a python library used to interact with Git repositories.


Protocol Buffers - Google's data interchange format


Lightweight Kubernetes


Easy-to-use and powerful NLP and LLM library with  Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including Text Classification,   Neural Search, ❓ Question Answering, ℹ Information Extraction,  Document Intelligence,  Sentiment Analysis etc.


⚡ Building applications with LLMs through composability ⚡


Atomic Line Spectral Estimation Toolbox


[CoRL 2020] COG: Connecting New Skills to Past Experience with Offline Reinforcement Learning


Full ROS implementation of BKI with dynamic BKI and convolutional BKI


[IEEE IROS 2023] Official Repository of IROS 23 paper "Uncertainty-Aware Lidar Place Recognition in Novel Environments"


The code for the ICML 2021 paper "Graph Neural Networks Inspired by Classical Iterative Algorithms".


Code accompanying https://arxiv.org/abs/1802.02219


《케라스로 구현하는 고급 딥러닝 알고리즘》 예제 코드


Listen Attend and Spell (LAS) implement in pytorch


C++ compiler for heterogeneous quantum-classical computing built on Clang and XACC


Pytorch framework for doing deep learning on point clouds.


research the 2019-nCov and design the inhibitors with AI


Lifelong Learning of Graph Neural Networks for Open-World Node Classification


Evaluation of Sentence Representations in Polish


Pronunciation lexicon covering both English and Chinese languages for Automatic Speech Recognition.


A home for audio ML in JAX. Has common features, learnable frontends, pretrained supervised and self-supervised models.


C# Data Extraction for "Learning to Represent Edits"


A false-positive filter for variants called from massively parallel sequencing


seedr: Hydro and Thermal Time Seed Germination Models in R


Matrix and Tensor Completion for Background Model Initialization


Benchmark for federated noisy label learning


A set of tests for evaluating large-scale algorithms for Wasserstein-2 transport maps computation (NeurIPS 2021)


Code for the paper Deep Active Inference as Variational Policy Gradients.


Using NLP and reinforcement learning to build an AI capable of playing text-based games


DeepVel


Code of the paper "LS-IQ: Implicit Reward Regularization for Inverse Reinforcement Learning" & LocoMuJoCo Baselines


Python package for the computation of the Bipartite Configuration Model.


Deep metric learning: Triplet, Magnet and VMF loss


Documentation effort for the BookCorpus dataset


Deep Learning for Domain Name System


[Paper][ACM MM 2023] MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid


VarSkip multiplex PCR designs for SARS-CoV-2 sequencing


Classification and Gradient-based Localization of Chest Radiographs using PyTorch.


A PyTorch implementation of the method found in "Adversarially Robust Few-Shot Learning: A Meta-Learning Approach"


Code for "Exploring Dynamic Selection of Branch Expansion Orders for Code Generation" (ACL 2021)


Official implementation of "Open-set Label Noise Can Improve Robustness Against Inherent Label Noise" (NeurIPS 2021)


For CVPR2022 Submission


QuickerADC is an implementation of highly-efficient product quantizers leveraging SIMD shuffle instructions integrated into FAISS


Rust library for fast multi-pattern searching.


A code generator for grid-based PDE solving on CPUs and GPUs


Scripts for our papers. Readers can check, replicate or make use of the scripts in their future studies.


The code repo contains multiple code reproduction processes of various SOTA deep learning algorithms


A GAN experiment that, given an image of a letter, produces an alphabet in the same style.


Official code for paper "Non-Adversarial Image Synthesis with Generative Latent Nearest Neighbors"


TRIQ implementation


Source code for training Gated Multimodal Units on MM-IMDb dataset


Code accompanying EMNLP 2020 paper "Cold-start Active Learning through Self-supervised Language Modeling".


Source code from the NeurIPS 2019 workshop article "Keep It Simple: Graph Autoencoders Without Graph Convolutional Networks" (G. Salha, R. Hennequin, M. Vazirgiannis) + k-core framework implementation from IJCAI 2019 article "A Degeneracy Framework for Scalable Graph Autoencoders" (G. Salha, R. Hennequin, V.A. Tran, M. Vazirgiannis)


SpinalNet: Deep Neural Network with Gradual Input


BiSUNA framework specialized to compile for the Xilinx Alveo U50


Author implementations for VL4Pose, EGL++ and LearningLoss++, and "unofficial" implementations of various active learning algorithms for human pose estimation!


98.8 solution for german sign classifing problem, done as p2 for Udacity's Self-driving car nano degree


Code for "Learning Deep Features in Instrumental Variable Regression" (https://arxiv.org/abs/2010.07154)


Partial scanning transmission electron microscopy with deep learning


Toolbox to simulate GNF and viscoelastic fluid flows in OpenFOAM®


Tensor ring low-rank factors (AAAI 2019)


Repository for the code of the "PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided Decoding" paper, NAACL'22


CompILE: Compositional Imitation Learning and Execution (ICML 2019)


A curated contents of things related to Spotify.


[EMNLP'23] Code for Generating Data for Symbolic Language with Large Language Models


Code for Efficient Continuous Control with Double Actors and Regularized Critics, AAAI 2022.


deep learning for math


The implementation for DropMessage.


You only need to configure one file to support model heterogeneity scenarios.


Author's PyTorch implementation of LAP and PAL with TD3 and DDQN


:speech_balloon: Sequence to Sequence from Scratch Using Pytorch


Data and analysis of unequal representation and gender stereotypes in image search results for occupations


Code accompanying "Learning What To Do by Simulating the Past", ICLR 2021.


A Closer Look at Accuracy vs. Robustness


Foreground-Action Consistency Network for Weakly Supervised Temporal Action Localization


For calculating Shapley values via linear regression.


NeurIPS22 "RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection"


Code for the paper "Estimating Transfer Entropy via Copula Entropy"


Eclipsing binary models


source code for NeurIPS21 paper robabilistic Margins for Instance Reweighting in Adversarial Training


Python code parsing data from PhysioNet Challenge 2012


Indels are not ideal - quick test for interrupted ORFs in bacterial/microbial genomes


The official repository of the Eesen project


Stochastic PDHG with Arbitrary Sampling and Imaging Applications


Scalable GP Adapter for Time Series Classification


This is the official code for "Revisiting Adversarial Robustness Distillation: Robust Soft Labels Make Student Better"


使用Keras2的聊天机器人


Interim web space for the "AI for K-12" initiative


Easy-to-use Face Analysis Tool


Isotonic Distributional Regression (IDR)


Harassment Lexicon and Corpus


Active Example Selection for In-Context Learning (EMNLP'22)


:mag: python package to evaluate GANs for video generation


Creative Commons Attribution Share Alike 4.0 International

Cyber Intelligence Ontology


Code for "Neural Network-based Reconstruction in Compressed Sensing MRI Without Fully-sampled Training Data"


Constituency parser for English and Chinese, built on the RNNG and In-Order parsers with BERT


A simple Python package to calculate and visualize some popular drought indices such as the SPI, SPEI and SGI.


Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching


Code to accompany the paper 'Improving model calibration with accuracy versus uncertainty optimization'.


Pytorch implementation of VAEs for heterogeneous likelihoods.


Contour binning code


Shorts is R package that creates short sprint profiles


Library for the training and evaluation of object-centric models (ICML 2022)


A continually expanding collection of microbiome analysis tools


This repository contains code to apply vision transformers on surface data


Matlab and Python libraries for an unsupervised method for robust voice activity detection (rVAD), as in the paper rVAD: An Unsupervised Segment-Based Robust Voice Activity Detection Method.


Sinhalese Language based Hate Speech Detection


A deep learning tabular classification architecture inspired by TabTransformer with integrated gated multilayer perceptron.


The official implementation of DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural Networks (NeurIPS 2021)


FiLM: Visual Reasoning with a General Conditioning Layer


I provide a python package for transformations between WD photometry (Gaia, SDSS, WISE, and many more) and physical parameters, based on interpolation of existing atmosphere grid and cooling models. If you use this tool, please cite this website and the corresponding papers of atmosphere grid (synthetic colors) and cooling models.


Deep Inside-Outside Recursive Autoencoder


See https://github.com/ilyakava/gan for results on Imagenet 128. Code for a Multi-Hinge Loss with K+1 Conditional GANs


An MPI Toolkit for large-scale genomic analysis


Binary Programming Formulation for Learning Classification Trees Using Cplex


[NeurIPS'22] What Makes a "Good" Data Augmentation in Knowledge Distillation -- A Statistical Perspective


Autologistic Actor Attribute Model (ALAAM) parameter estimation, simulation, and goodness-of-fit


Collection of censorship blockpages as collected by various sources


A toolbox for the construction and assessment of subgrid-scale models for large-eddy simulations


Code for fair classification (SVM) and dimensionality reduction (PCA)


Soft Actor-Critic implementation with SOTA model-free extension (REDQ) and SOTA model-based extension (MBPO).


The official PyTorch implementation of the paper "Optical Flow Training under Limited Label Budget via Active Learning" (ECCV 2022)


Official code for the paper "Predicting Properties of Quantum Systems with Conditional Generative Models"


DeepLocalize: Fault Localization for Deep NeuralNetworks


Code for ECCV 2022 paper "DICE: Leveraging Sparsification for Out-of-Distribution Detection"


Revisiting Pre-trained Models for Chinese Natural Language Processing (MacBERT)


Large-scale performance data of Hadoop and Spark on AWS


synthetic spectrum calculation companion to MARCS


BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation


Code for "CharManteau: Character Embedding Models For Portmanteau Creation. EMNLP 2017. Varun Gangal*, Harsh Jhamtani*, Graham Neubig, Eduard Hovy, Eric Nyberg"


Release detailed information for the benchmarking algorithms


Implementation of the paper: Channel-wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks (INTERSPEECH 2021)


Unofficial implementation of some fantastic shallow domain adaptation (SDA) methods.


PyTorch implementation of Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance


Code for "SCHA-VAE: Hierarchical Context Aggregation for Few-Shot Generation" @ ICML 2022


Larger resolution face masked, weirdly warped, deepfake,


Paper list of KBQA


Estimate Permutation p-Values for Random Forest Importance Metrics


Source code for the DeepViral paper


This repository contains EmoBank, a large-scale text corpus manually annotated with emotion according to the psychological Valence-Arousal-Dominance scheme.


Reinforcement learning - Batched Impala - PyTorch - Mario Kart


Low-variance, efficient and unbiased gradient estimation for optimizing models with binary latent variables.  (ICLR 2019)


Anomaly Detection in Video via Self-Supervised and Multi-Task Learning


Improving Indonesian text classification using multilingual language model


Official implementation for "Few-shot Image Generation with Mixup-based Distance Learning" [ECCV 2022]


General-Purpose Reinforcement Learning


Pytorch Implementation of OpenAI's PixelCNN++


Semantic parsers based on encoder-decoder framework


A collection of datasets originally distributed in R packages


Quantum Fast Approximate Synthesis Tool


Repo for my Master Thesis at ULiège in 2019 (Machine learning under resource constraints)


Fast Multipole Method (FMM) library in R^2


A reimplementation of LastPyMile: A Python-based library to Identify the differences between build artifacts of PyPI packages and the respective source code repository


ODE2VAE: Deep generative second order ODEs with Bayesian neural networks


Folklore facts on probability distribution learning, testing, and whatever-ing


NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks, CVPR 2022 (Oral)


Official code of "AAA: Adaptive Aggregation of Arbitrary Online Trackers with Theoretical Performance Guarantee"


Deep Neural Network Optimization Platform with Gradient-based, Gradient-Free Algorithms


An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please note that most of the collections of researches are mainly based on IMU data.


Conformer-Rotamer Ensemble Sampling Tool based on the xtb Semiempirical Extended Tight-Binding Program Package


[CVPR-2022] Official implementation for "Knowledge Distillation with the Reused Teacher Classifier".


This is a public repository for RATS Channel-A Speech Data, which is a chargeable noisy speech dataset under LDC. Here we release its Log-Mel Fbank features and several raw wavform listening samples.


A PyTorch Implementation of AC-SUM-GAN from "AC-SUM-GAN: Connecting Actor-Critic and Generative Adversarial Networks for Unsupervised Video Summarization" (IEEE TCSVT 2021)