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    1.1k repositories

    • spot-sim2real

      Public
      Spot Sim2Real Infrastructure
      Python
      •
      MIT License
      •7•78•30•41•Updated Nov 16, 2024Nov 16, 2024

    • detectron2

      Public
      Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
      Python
      •
      Apache License 2.0
      •7.5k•31k•438•98•Updated Nov 16, 2024Nov 16, 2024

    • MetaCLIP

      Public
      ICLR2024 Spotlight: curation/training code, metadata, distribution and pre-trained models for MetaCLIP; CVPR 2024: MoDE: CLIP Data Experts via Clustering
      Python
      •
      Other
      •54•1.3k•17•4•Updated Nov 16, 2024Nov 16, 2024

    • param

      Public
      PArametrized Recommendation and Ai Model benchmark is a repository for development of numerous uBenchmarks as well as end to end nets for evaluation of training and inference platforms.
      Python
      •
      MIT License
      •63•122•9•10•Updated Nov 16, 2024Nov 16, 2024

    • hydra

      Public
      Hydra is a framework for elegantly configuring complex applications
      Python
      •
      MIT License
      •635•8.8k•265•38•Updated Nov 16, 2024Nov 16, 2024

    • optimizers

      Public
      For optimization algorithm research and development.
      Python
      •
      Other
      •31•442•3•3•Updated Nov 15, 2024Nov 15, 2024

    • svinfer

      Public
      The FORT team has released differentially private Condor data to external researchers in H1 2020. It is known that analyzing DP data via classic statistical models will lead to biased conclusions. We are releasing at-scale statistical models which provide valid inference from DP data.
      Python
      •
      Apache License 2.0
      •2•12•1•0•Updated Nov 15, 2024Nov 15, 2024

    • mmf

      Public
      A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
      deep-learningdialogpytorchcaptioningmultimodalhateful-memesvqapretrained-modelsmulti-taskingtextvqa
      Python
      •
      Other
      •939•5.5k•114•37•Updated Nov 15, 2024Nov 15, 2024

    • DCPerf

      Public
      DCPerf benchmark suite for hyperscale cloud applications
      Python
      •
      MIT License
      •12•138•10•0•Updated Nov 15, 2024Nov 15, 2024

    • Mephisto

      Public
      A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use.
      Python
      •
      MIT License
      •77•304•42•33•Updated Nov 15, 2024Nov 15, 2024

    • habitat-lab

      Public
      A modular high-level library to train embodied AI agents across a variety of tasks and environments.
      pythonsimulatorresearchreinforcement-learningaicomputer-visiondeep-learningroboticsdeep-reinforcement-learningsim2real
      Python
      •
      MIT License
      •494•2k•208•116•Updated Nov 15, 2024Nov 15, 2024

    • faiss

      Public
      A library for efficient similarity search and clustering of dense vectors.
      C++
      •
      MIT License
      •3.6k•31k•220•33•Updated Nov 15, 2024Nov 15, 2024

    • pyvrs

      Public
      Python interface for https//github.com/facebookresearch/vrs.
      C++
      •
      Apache License 2.0
      •8•24•1•0•Updated Nov 15, 2024Nov 15, 2024

    • vrs

      Public
      VRS is a file format optimized to record & playback streams of sensor data, such as images, audio samples, and any other discrete sensors (IMU, temperature, etc), stored in per-device streams of timestamped records.
      C++
      •
      Apache License 2.0
      •56•323•0•1•Updated Nov 15, 2024Nov 15, 2024

    • fbpcs

      Public
      FBPCS (Facebook Private Computation Solutions) leverages secure multi-party computation (MPC) to output aggregated data without making unencrypted, readable data available to the other party or any third parties. Facebook provides impression & opportunity data, and the advertiser provides conversion / outcome data.
      Python
      •
      MIT License
      •156•147•0•97•Updated Nov 15, 2024Nov 15, 2024

    • habitat-sim

      Public
      A flexible, high-performance 3D simulator for Embodied AI research.
      simulatoraicomputer-visioncplusplusroboticssim2real
      C++
      •
      MIT License
      •425•2.7k•157•54•Updated Nov 15, 2024Nov 15, 2024

    • Pearl

      Public
      A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.
      Jupyter Notebook
      •
      MIT License
      •164•2.7k•15•1•Updated Nov 15, 2024Nov 15, 2024

    • watermark-anything

      Public
      Official implementation of the paper "Watermark Anything with Localized Messages"
      imagewatermarking
      Jupyter Notebook
      •
      Other
      •15•698•3•0•Updated Nov 15, 2024Nov 15, 2024

    • spdl

      Public
      Scalable and Performant Data Loading
      Python
      •
      BSD 2-Clause "Simplified" License
      •3•63•6•3•Updated Nov 15, 2024Nov 15, 2024

    • ResponsibleNLP

      Public
      Repository for research in the field of Responsible NLP at Meta.
      Python
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      Other
      •28•185•5•1•Updated Nov 15, 2024Nov 15, 2024

    • generative-recommenders

      Public
      Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152).
      recommendationsrecsysrecommender-systemsactions-speak-louder-than-wordsgenerative-recommendershstu
      Python
      •
      Apache License 2.0
      •141•745•6•9•Updated Nov 15, 2024Nov 15, 2024

    • aepsych

      Public
      AEPsych is a tool for adaptive experimentation in psychophysics and perception research, built on top of gpytorch and botorch.
      HTML
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      Other
      •43•57•24•28•Updated Nov 15, 2024Nov 15, 2024

    • projectaria_tools

      Public
      projectaria_tools is an C++/Python open-source toolkit to interact with Project Aria data
      C++
      •
      Apache License 2.0
      •65•490•12•3•Updated Nov 14, 2024Nov 14, 2024

    • HolisticTraceAnalysis

      Public
      A library to analyze PyTorch traces.
      Python
      •
      MIT License
      •43•306•19•9•Updated Nov 14, 2024Nov 14, 2024

    • xformers

      Public
      Hackable and optimized Transformers building blocks, supporting a composable construction.
      Python
      •
      Other
      •614•8.7k•283•14•Updated Nov 14, 2024Nov 14, 2024

    • seamless_communication

      Public
      Foundational Models for State-of-the-Art Speech and Text Translation
      Jupyter Notebook
      •
      Other
      •1.1k•11k•203•17•Updated Nov 14, 2024Nov 14, 2024

    • BenchMARL

      Public
      A collection of MARL benchmarks based on TorchRL
      benchmarkmachine-learningreinforcement-learningroboticstorchpytorchmulti-agentrlmulti-agent-reinforcement-learningmarl
      Python
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      MIT License
      •39•281•4•3•Updated Nov 14, 2024Nov 14, 2024

    • fairscale

      Public
      PyTorch extensions for high performance and large scale training.
      Python
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      Other
      •281•3.2k•74•29•Updated Nov 13, 2024Nov 13, 2024

    • theseus

      Public
      A library for differentiable nonlinear optimization
      computer-visionroboticslevenberg-marquardtbilevel-optimizationgauss-newtonnonlinear-least-squaresimplicit-differentiationembodied-aidifferentiable-optimizationdeep-learning
      Python
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      MIT License
      •128•1.8k•72•6•Updated Nov 13, 2024Nov 13, 2024

    • ocean

      Public
      Ocean is the in-house framework for Computer Vision (CV) and Augmented Reality (AR) applications at Meta. It is platform independent and is mainly implemented in C/C++.
      C++
      •
      MIT License
      •58•639•3•0•Updated Nov 13, 2024Nov 13, 2024