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    • sam2

      Public
      The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
      Jupyter Notebook
      •
      Apache License 2.0
      •950•11k•161•25•Updated Oct 1, 2024Oct 1, 2024

    • llm-cross-capabilities

      Public
      Official implementation for: Law of the Weakest Link: Cross capabilities of Large Language Models
      Python
      •
      Other
      •0•4•0•0•Updated Oct 1, 2024Oct 1, 2024

    • faiss

      Public
      A library for efficient similarity search and clustering of dense vectors.
      C++
      •
      MIT License
      •3.6k•31k•218•24•Updated Oct 1, 2024Oct 1, 2024

    • iopath

      Public
      A python library that provides common I/O interface across different storage backends.
      Python
      •
      MIT License
      •23•132•6•2•Updated Oct 1, 2024Oct 1, 2024

    • efm3d

      Public
      This is the official release for the paper "EFM3D A Benchmark for Measuring Progress Towards 3D Egocentric Foundation Models" (https//arxiv.org/abs/2406.10224).
      Python
      •
      Apache License 2.0
      •2•24•0•1•Updated Sep 30, 2024Sep 30, 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
      •40•684•20•0•Updated Sep 30, 2024Sep 30, 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
      •536•4.9k•53•8•Updated Sep 30, 2024Sep 30, 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
      •50•1.2k•13•4•Updated Sep 30, 2024Sep 30, 2024

    • habitat-sim

      Public
      A flexible, high-performance 3D simulator for Embodied AI research.
      simulatoraicomputer-visioncplusplusroboticssim2real
      C++
      •
      MIT License
      •418•2.6k•151•52•Updated Sep 30, 2024Sep 30, 2024

    • SS2_HRTF

      Public
      SS2 HRTF Dataset - Reality Labs Research Audio
      JavaScript
      •
      Creative Commons Attribution 4.0 International
      •0•1•0•0•Updated Sep 30, 2024Sep 30, 2024

    • RAM

      Public
      A framework to study AI models in Reasoning, Alignment, and use of Memory (RAM).
      Python
      •
      MIT License
      •5•95•1•0•Updated Sep 30, 2024Sep 30, 2024

    • fairseq2

      Public
      FAIR Sequence Modeling Toolkit 2
      pythonmachine-learningdeep-learningpytorchartificial-intelligence
      Python
      •
      MIT License
      •78•679•53•14•Updated Sep 30, 2024Sep 30, 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
      •111•667•2•4•Updated Sep 30, 2024Sep 30, 2024

    • spdl

      Public
      Scalable and Performant Data Loading
      C++
      •
      BSD 2-Clause "Simplified" License
      •0•3•2•1•Updated Sep 30, 2024Sep 30, 2024

    • spot-sim2real

      Public
      Spot Sim2Real Infrastructure
      Python
      •
      MIT License
      •6•66•30•36•Updated Sep 30, 2024Sep 30, 2024

    • DCPerf

      Public
      DCPerf benchmark suite for hyperscale cloud applications
      Python
      •
      MIT License
      •6•126•6•0•Updated Sep 30, 2024Sep 30, 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
      •
      BSD 3-Clause "New" or "Revised" License
      •35•288•2•4•Updated Sep 30, 2024Sep 30, 2024

    • multimodal

      Public
      TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •138•1.4k•9•21•Updated Sep 30, 2024Sep 30, 2024

    • ProMerge

      Public
      Code release for "Prompt and Merge for Unsupervised Instance Segmentation"
      Python
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      Other
      •0•3•0•0•Updated Sep 30, 2024Sep 30, 2024

    • pal

      Public
      PAL: Predictive Analysis & Laws of Large Language Models
      Jupyter Notebook
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      Other
      •3•18•0•0•Updated Sep 30, 2024Sep 30, 2024

    • sapiens

      Public
      High-resolution models for human tasks.
      Python
      •
      Other
      •214•4.1k•4•0•Updated Sep 30, 2024Sep 30, 2024

    • DRTK

      Public
      Differentiable Rendering Toolkit
      Cuda
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      MIT License
      •3•29•1•0•Updated Sep 29, 2024Sep 29, 2024

    • vizseq

      Public
      An Analysis Toolkit for Natural Language Generation (Translation, Captioning, Summarization, etc.)
      Python
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      MIT License
      •59•441•7•1•Updated Sep 28, 2024Sep 28, 2024

    • projectaria_tools

      Public
      projectaria_tools is an C++/Python open-source toolkit to interact with Project Aria data
      C++
      •
      Apache License 2.0
      •56•437•6•4•Updated Sep 28, 2024Sep 28, 2024

    • Mephisto

      Public
      A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use.
      Python
      •
      MIT License
      •75•303•42•32•Updated Sep 28, 2024Sep 28, 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
      •55•620•4•0•Updated Sep 27, 2024Sep 27, 2024

    • hot3d

      Public
      HOT3D: An egocentric dataset for 3D hand and object tracking
      Python
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      Apache License 2.0
      •10•73•0•0•Updated Sep 27, 2024Sep 27, 2024

    • aepsych

      Public
      AEPsych is a tool for adaptive experimentation in psychophysics and perception research, built on top of gpytorch and botorch.
      HTML
      •
      Other
      •41•53•23•8•Updated Sep 27, 2024Sep 27, 2024

    • LWE-benchmarking

      Public
      This repository contains code to generate and preprocess Learning with Errors (LWE) data and implementations of four LWE attacks uSVP, SALSA, Cool&Cruel, and Dual Hybrid Meet-in-the-Middle (MitM). We invite contributors to reproduce our results, improve on these methods, and/or suggest new concrete attacks on LWE.
      Python
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      Other
      •0•10•0•0•Updated Sep 27, 2024Sep 27, 2024

    • xformers

      Public
      Hackable and optimized Transformers building blocks, supporting a composable construction.
      Python
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      Other
      •596•8.4k•272•13•Updated Sep 27, 2024Sep 27, 2024