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    • spdl

      Public
      Scalable and Performant Data Loading
      Python
      •
      BSD 2-Clause "Simplified" License
      •3•64•6•3•Updated Nov 19, 2024Nov 19, 2024

    • spot-sim2real

      Public
      Spot Sim2Real Infrastructure
      Python
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      MIT License
      •7•79•30•40•Updated Nov 19, 2024Nov 19, 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
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      MIT License
      •494•2k•207•116•Updated Nov 19, 2024Nov 19, 2024

    • HolisticTraceAnalysis

      Public
      A library to analyze PyTorch traces.
      Python
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      MIT License
      •43•306•19•8•Updated Nov 19, 2024Nov 19, 2024

    • habitat-sim

      Public
      A flexible, high-performance 3D simulator for Embodied AI research.
      simulatoraicomputer-visioncplusplusroboticssim2real
      C++
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      MIT License
      •427•2.7k•157•52•Updated Nov 19, 2024Nov 19, 2024

    • faiss

      Public
      A library for efficient similarity search and clustering of dense vectors.
      C++
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      MIT License
      •3.6k•32k•220•36•Updated Nov 19, 2024Nov 19, 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•493•13•2•Updated Nov 19, 2024Nov 19, 2024

    • RAM

      Public
      A framework to study AI models in Reasoning, Alignment, and use of Memory (RAM).
      Python
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      MIT License
      •9•147•3•0•Updated Nov 19, 2024Nov 19, 2024

    • optimizers

      Public
      For optimization algorithm research and development.
      Python
      •
      Other
      •31•450•3•2•Updated Nov 19, 2024Nov 19, 2024

    • Mephisto

      Public
      A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use.
      Python
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      MIT License
      •77•304•42•33•Updated Nov 19, 2024Nov 19, 2024

    • ReAgent

      Public
      A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
      Python
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      BSD 3-Clause "New" or "Revised" License
      •521•3.6k•34•52•Updated Nov 19, 2024Nov 19, 2024

    • nevergrad

      Public
      A Python toolbox for performing gradient-free optimization
      Python
      •
      MIT License
      •354•4k•80•39•Updated Nov 19, 2024Nov 19, 2024

    • Ego4d

      Public
      Ego4d dataset repository. Download the dataset, visualize, extract features & example usage of the dataset
      videocomputer-visionfeature-extractionvisuzalizationdataset
      Jupyter Notebook
      •
      MIT License
      •49•359•51•4•Updated Nov 19, 2024Nov 19, 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
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      Apache License 2.0
      •143•758•6•17•Updated Nov 19, 2024Nov 19, 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 19, 2024Nov 19, 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
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      MIT License
      •63•124•9•10•Updated Nov 18, 2024Nov 18, 2024

    • multimodal

      Public
      TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.
      Python
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      BSD 3-Clause "New" or "Revised" License
      •141•1.5k•10•21•Updated Nov 18, 2024Nov 18, 2024

    • hydra

      Public
      Hydra is a framework for elegantly configuring complex applications
      Python
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      MIT License
      •636•8.8k•265•36•Updated Nov 18, 2024Nov 18, 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++
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      MIT License
      •58•641•3•0•Updated Nov 18, 2024Nov 18, 2024

    • sapiens

      Public
      High-resolution models for human tasks.
      Python
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      Other
      •254•4.5k•2•2•Updated Nov 18, 2024Nov 18, 2024

    • recipes

      Public
      Recipes are a standard, well supported set of blueprints for machine learning engineers to rapidly train models using the latest research techniques without significant engineering overhead.Specifically, recipes aims to provide- Consistent access to pre-trained SOTA models ready for production- Reference implementations for SOTA research reprodu…
      Python
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      BSD 3-Clause "New" or "Revised" License
      •36•294•2•4•Updated Nov 18, 2024Nov 18, 2024

    • fairseq2

      Public
      FAIR Sequence Modeling Toolkit 2
      pythonmachine-learningdeep-learningpytorchartificial-intelligence
      Python
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      MIT License
      •83•699•57•15•Updated Nov 18, 2024Nov 18, 2024

    • detectron2

      Public
      Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
      Python
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      Apache License 2.0
      •7.5k•31k•438•98•Updated Nov 17, 2024Nov 17, 2024

    • AnimalAvatar

      Public
      Code from the ECCV 2024 paper "Animal Avatar Reconstructing Animatable 3D Animals from Casual Videos".
      Python
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      Other
      •1•44•2•0•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
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      Other
      •54•1.3k•18•4•Updated Nov 16, 2024Nov 16, 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
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      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
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      Other
      •939•5.5k•114•37•Updated Nov 15, 2024Nov 15, 2024

    • DCPerf

      Public
      DCPerf benchmark suite for hyperscale cloud applications
      Python
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      MIT License
      •12•139•11•2•Updated Nov 15, 2024Nov 15, 2024

    • pyvrs

      Public
      Python interface for https//github.com/facebookresearch/vrs.
      C++
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      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++
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      Apache License 2.0
      •56•323•0•1•Updated Nov 15, 2024Nov 15, 2024