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Meta Research (facebookresearch)

Meta Research

facebookresearch

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Location:Menlo Park, California

Home Page:https://opensource.fb.com

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Meta Research's repositories

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Language:PythonLicense:MITStargazers:29400Issues:420Issues:4149

faiss

A library for efficient similarity search and clustering of dense vectors.

Language:C++License:MITStargazers:28521Issues:475Issues:2363

seamless_communication

Foundational Models for State-of-the-Art Speech and Text Translation

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:10308Issues:138Issues:302

pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

Language:PythonLicense:NOASSERTIONStargazers:8359Issues:148Issues:1506

dlrm

An implementation of a deep learning recommendation model (DLRM)

Language:PythonLicense:MITStargazers:3633Issues:106Issues:205

ReAgent

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

Language:PythonLicense:BSD-3-ClauseStargazers:3526Issues:150Issues:109

fairscale

PyTorch extensions for high performance and large scale training.

Language:PythonLicense:NOASSERTIONStargazers:2940Issues:43Issues:357

habitat-sim

A flexible, high-performance 3D simulator for Embodied AI research.

Language:C++License:MITStargazers:2393Issues:79Issues:743

Pearl

A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.

Language:Jupyter NotebookLicense:MITStargazers:2391Issues:29Issues:50

habitat-lab

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

Language:PythonLicense:MITStargazers:1750Issues:45Issues:648

CrypTen

A framework for Privacy Preserving Machine Learning

Language:PythonLicense:MITStargazers:1466Issues:42Issues:250

home-robot

Mobile manipulation research tools for roboticists

Language:PythonLicense:MITStargazers:772Issues:29Issues:141

fairseq2

FAIR Sequence Modeling Toolkit 2

Language:PythonLicense:MITStargazers:586Issues:15Issues:84

projectaria_tools

projectaria_tools is an C++/Python open-source toolkit to interact with Project Aria data

Language:C++License:Apache-2.0Stargazers:349Issues:40Issues:64

generative-recommenders

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, ICML'24).

Language:PythonLicense:Apache-2.0Stargazers:304Issues:19Issues:10

stable_signature

Official implementation of the paper "The Stable Signature Rooting Watermarks in Latent Diffusion Models"

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:302Issues:3Issues:16

Mephisto

A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use.

Language:PythonLicense:MITStargazers:295Issues:16Issues:254

vrs

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.

Language:C++License:Apache-2.0Stargazers:281Issues:21Issues:19

HolisticTraceAnalysis

A library to analyze PyTorch traces.

Language:PythonLicense:MITStargazers:220Issues:16Issues:42

BenchMARL

A collection of MARL benchmarks based on TorchRL

Language:PythonLicense:MITStargazers:171Issues:14Issues:14

fbpcs

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.

Language:PythonLicense:MITStargazers:139Issues:31Issues:5

fbpcf

Private computation framework library allows developers to perform randomized controlled trials, without leaking information about who participated or what action an individual took. It uses secure multiparty computation to guarantee this privacy. It is suitable for conducting A/B testing, or measuring advertising lift and learning the aggregate statistics without sharing information on the individual level.

Language:C++License:MITStargazers:135Issues:26Issues:1

param

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.

Language:PythonLicense:MITStargazers:104Issues:24Issues:15

fmmax

Fourier modal method with Jax

Language:Jupyter NotebookLicense:MITStargazers:76Issues:5Issues:38

MultiModalExplorer

Visualize multi-model embedding spaces. The first goal is to quickly get a lay of the land of any embedding space. Then be able to scroll, zoom, search (via any modality text, image, audio etc) .

Language:PythonLicense:MITStargazers:21Issues:7Issues:0

pyvrs

Python interface for https//github.com/facebookresearch/vrs.

Language:C++License:Apache-2.0Stargazers:15Issues:3Issues:2

SplitAO3D

Project code for our HPG2023 paper "PSAO: Point-Based Split Rendering for Ambient Occlusion"

Language:C++License:NOASSERTIONStargazers:12Issues:0Issues:0

stmg

STMG A Machine Learning Microgesture Recognition System for Supporting Thumb-Based VR/AR Input (CHI 2024)

License:MITStargazers:4Issues:0Issues:0

ucc

Unified Communication Collectives Library

Language:C++License:BSD-3-ClauseStargazers:4Issues:2Issues:0

blr-hac

Associated code for the paper https//arxiv.org/pdf/2404.10733, published at AAMAS 2024.

Language:PythonLicense:NOASSERTIONStargazers:1Issues:0Issues:0