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    1.1k repositories

    • 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
      •
      MIT License
      •44•691•21•0•Updated Jan 7, 2025Jan 7, 2025

    • Qinco

      Public
      Residual Quantization with Implicit Neural Codebooks
      Python
      •
      Other
      •3•50•1•0•Updated Jan 7, 2025Jan 7, 2025

    • CSPI-MT

      Public
      Code repository for paper accepted at KDD'25: "CSPI-MT Calibrated Safe Policy Improvement with Multiple Testing for Threshold Policies"
      Python
      •
      Other
      •0•1•0•0•Updated Jan 7, 2025Jan 7, 2025

    • projectaria_tools

      Public
      projectaria_tools is an C++/Python open-source toolkit to interact with Project Aria data
      C++
      •
      Apache License 2.0
      •74•524•13•2•Updated Jan 7, 2025Jan 7, 2025

    • blt

      Public
      Code for BLT research paper
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •88•1.3k•10•0•Updated Jan 7, 2025Jan 7, 2025

    • 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
      •44•58•16•24•Updated Jan 6, 2025Jan 6, 2025

    • veet

      Public
      The Visual Environment Evaluation Tool (VEET) device is a pair of temple arm form-factor devices that allow a researcher to gather visual information that the eye receives throughout the day without interruption of normal activities.This is a repository of VEET management software and device firmware for researchers using the VEET.
      HTML
      •
      MIT License
      •0•2•0•0•Updated Jan 6, 2025Jan 6, 2025

    • habitat-sim

      Public
      A flexible, high-performance 3D simulator for Embodied AI research.
      simulatoraicomputer-visioncplusplusroboticssim2real
      C++
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      MIT License
      •434•2.7k•168•54•Updated Jan 6, 2025Jan 6, 2025

    • fairscale

      Public
      PyTorch extensions for high performance and large scale training.
      Python
      •
      Other
      •282•3.2k•75•29•Updated Jan 6, 2025Jan 6, 2025

    • faiss

      Public
      A library for efficient similarity search and clustering of dense vectors.
      C++
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      MIT License
      •3.7k•32k•222•33•Updated Jan 6, 2025Jan 6, 2025

    • 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
      •505•2.1k•212•120•Updated Jan 6, 2025Jan 6, 2025

    • ReAgent

      Public
      A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
      Python
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      BSD 3-Clause "New" or "Revised" License
      •523•3.6k•34•52•Updated Jan 6, 2025Jan 6, 2025

    • 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
      •59•666•6•0•Updated Jan 6, 2025Jan 6, 2025

    • fairseq2

      Public
      FAIR Sequence Modeling Toolkit 2
      pythonmachine-learningdeep-learningpytorchartificial-intelligence
      Python
      •
      MIT License
      •89•757•58•20•Updated Jan 6, 2025Jan 6, 2025

    • pyvrs

      Public
      Python interface for https//github.com/facebookresearch/vrs.
      C++
      •
      Apache License 2.0
      •9•26•1•1•Updated Jan 6, 2025Jan 6, 2025

    • large_concept_model

      Public
      Large Concept Models: Language modeling in a sentence representation space
      nlppytorchseq2seqsequence-to-sequencelanguage-models
      Python
      •
      MIT License
      •121•1.5k•2•0•Updated Jan 6, 2025Jan 6, 2025

    • spdl

      Public
      Scalable and Performant Data Loading
      Python
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      BSD 2-Clause "Simplified" License
      •11•198•5•3•Updated Jan 6, 2025Jan 6, 2025

    • 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
      •
      BSD 3-Clause "New" or "Revised" License
      •37•301•2•4•Updated Jan 6, 2025Jan 6, 2025

    • 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
      •147•1.5k•10•22•Updated Jan 6, 2025Jan 6, 2025

    • hydra

      Public
      Hydra is a framework for elegantly configuring complex applications
      Python
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      MIT License
      •648•8.9k•271•38•Updated Jan 6, 2025Jan 6, 2025

    • pytorch3d

      Public
      PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
      Python
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      Other
      •1.3k•9k•257•26•Updated Jan 6, 2025Jan 6, 2025

    • mexma

      Public
      MEXMA: Token-level objectives improve sentence representations
      Python
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      MIT License
      •2•36•0•0•Updated Jan 6, 2025Jan 6, 2025

    • xformers

      Public
      Hackable and optimized Transformers building blocks, supporting a composable construction.
      Python
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      Other
      •635•8.9k•289•1•Updated Jan 5, 2025Jan 5, 2025

    • miniF2F

      Public
      An updated version of miniF2F with lots of fixes and informal statements / solutions.
      Objective-C++
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      MIT License
      •19•70•7•1•Updated Jan 4, 2025Jan 4, 2025

    • 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•126•10•9•Updated Jan 3, 2025Jan 3, 2025

    • optimizers

      Public
      For optimization algorithm research and development.
      Python
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      Other
      •35•479•2•2•Updated Jan 3, 2025Jan 3, 2025

    • exca

      Public
      Exca - Execution and caching tool for python
      Python
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      MIT License
      •1•59•0•4•Updated Jan 3, 2025Jan 3, 2025

    • 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
      •55•330•1•0•Updated Jan 3, 2025Jan 3, 2025

    • vggsfm

      Public
      VGGSfM: Visual Geometry Grounded Deep Structure From Motion
      Python
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      Other
      •76•982•24•2•Updated Jan 3, 2025Jan 3, 2025

    • flow_matching

      Public
      A PyTorch library for implementing flow matching algorithms, featuring continuous and discrete flow matching implementations. It includes practical examples for both text and image modalities.
      Python
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      Other
      •67•1.7k•1•0•Updated Jan 2, 2025Jan 2, 2025