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    1.1k repositories

    • spot-sim2real

      Public
      Spot Sim2Real Infrastructure
      Python
      •
      MIT License
      •7•70•30•40•Updated Oct 19, 2024Oct 19, 2024

    • CrypTen

      Public
      A framework for Privacy Preserving Machine Learning
      Python
      •
      MIT License
      •279•1.5k•62•25•Updated Oct 19, 2024Oct 19, 2024

    • balance

      Public
      The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest.
      Python
      •
      GNU General Public License v2.0
      •41•686•20•0•Updated Oct 19, 2024Oct 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
      •158•2.6k•14•1•Updated Oct 19, 2024Oct 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
      •
      Apache License 2.0
      •120•699•4•6•Updated Oct 19, 2024Oct 19, 2024

    • lingua

      Public
      Meta Lingua: a lean, efficient, and easy-to-hack codebase to research LLMs.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •14•252•2•0•Updated Oct 18, 2024Oct 18, 2024

    • faiss

      Public
      A library for efficient similarity search and clustering of dense vectors.
      C++
      •
      MIT License
      •3.6k•31k•215•29•Updated Oct 18, 2024Oct 18, 2024

    • Mephisto

      Public
      A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use.
      Python
      •
      MIT License
      •76•303•42•32•Updated Oct 18, 2024Oct 18, 2024

    • optimizers

      Public
      For optimization algorithm research and development.
      Python
      •
      Other
      •25•259•5•3•Updated Oct 18, 2024Oct 18, 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•53•23•12•Updated Oct 18, 2024Oct 18, 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
      •61•118•9•9•Updated Oct 18, 2024Oct 18, 2024

    • hot3d

      Public
      HOT3D: An egocentric dataset for 3D hand and object tracking
      Python
      •
      Apache License 2.0
      •10•78•3•0•Updated Oct 18, 2024Oct 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++
      •
      MIT License
      •57•626•3•0•Updated Oct 18, 2024Oct 18, 2024

    • hydra

      Public
      Hydra is a framework for elegantly configuring complex applications
      Python
      •
      MIT License
      •628•8.7k•258•34•Updated Oct 18, 2024Oct 18, 2024

    • Kats

      Public
      Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
      Python
      •
      MIT License
      •538•4.9k•53•8•Updated Oct 18, 2024Oct 18, 2024

    • fairseq

      Public
      Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
      pythonpytorchartificial-intelligence
      Python
      •
      MIT License
      •6.4k•30k•1.1k•141•Updated Oct 18, 2024Oct 18, 2024

    • LayerSkip

      Public
      "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", Accepted to ACL 2024
      optimizationtransformersearly-exitllmspeculative-decodinglayer-drop
      Python
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      Other
      •0•17•2•0•Updated Oct 18, 2024Oct 18, 2024

    • MovieGenBench

      Public
      Movie Gen Bench - two media generation evaluation benchmarks released with Meta Movie Gen
      Other
      •9•209•1•1•Updated Oct 18, 2024Oct 18, 2024

    • co-tracker

      Public
      CoTracker is a model for tracking any point (pixel) on a video.
      optical-flowpoint-trackingtrack-anything
      Jupyter Notebook
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      Other
      •208•3k•43•8•Updated Oct 18, 2024Oct 18, 2024

    • stable_signature

      Public
      Official implementation of the paper "The Stable Signature Rooting Watermarks in Latent Diffusion Models"
      watermarkingdigital-watermarking
      Jupyter Notebook
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      Other
      •49•378•3•0•Updated Oct 18, 2024Oct 18, 2024

    • Private-ID

      Public
      A collection of algorithms that can do join between two parties while preserving the privacy of keys on which the join happens
      Rust
      •
      Apache License 2.0
      •46•201•3•6•Updated Oct 18, 2024Oct 18, 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•145•0•96•Updated Oct 17, 2024Oct 17, 2024

    • fvcore

      Public
      Collection of common code that's shared among different research projects in FAIR computer vision team.
      Python
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      Apache License 2.0
      •229•2k•36•14•Updated Oct 17, 2024Oct 17, 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
      •50•1.2k•15•4•Updated Oct 17, 2024Oct 17, 2024

    • pyvrs

      Public
      Python interface for https//github.com/facebookresearch/vrs.
      C++
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      Apache License 2.0
      •8•21•1•0•Updated Oct 17, 2024Oct 17, 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
      •54•318•2•1•Updated Oct 17, 2024Oct 17, 2024

    • pal

      Public
      PAL: Predictive Analysis & Laws of Large Language Models
      Jupyter Notebook
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      Other
      •5•23•0•0•Updated Oct 17, 2024Oct 17, 2024

    • habitat-sim

      Public
      A flexible, high-performance 3D simulator for Embodied AI research.
      simulatoraicomputer-visioncplusplusroboticssim2real
      C++
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      MIT License
      •420•2.6k•153•52•Updated Oct 17, 2024Oct 17, 2024

    • projectaria_tools

      Public
      projectaria_tools is an C++/Python open-source toolkit to interact with Project Aria data
      C++
      •
      Apache License 2.0
      •61•468•8•3•Updated Oct 17, 2024Oct 17, 2024

    • spdl

      Public
      Scalable and Performant Data Loading
      C++
      •
      BSD 2-Clause "Simplified" License
      •1•23•2•2•Updated Oct 17, 2024Oct 17, 2024