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Meta Research (facebookresearch)

Meta Research

facebookresearch

Geek Repo

Location:Menlo Park, California

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

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Meta Research's repositories

faiss

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

Language:C++License:MITStargazers:29010Issues:477Issues:2382

pytorch3d

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

Language:PythonLicense:NOASSERTIONStargazers:8432Issues:148Issues:1521

xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

Language:PythonLicense:NOASSERTIONStargazers:7883Issues:77Issues:491

Kats

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.

Language:PythonLicense:MITStargazers:4822Issues:80Issues:185

nevergrad

A Python toolbox for performing gradient-free optimization

Language:PythonLicense:MITStargazers:3878Issues:59Issues:261

co-tracker

CoTracker is a model for tracking any point (pixel) on a video.

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:2490Issues:27Issues:69

habitat-sim

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

Language:C++License:MITStargazers:2432Issues:80Issues:748

habitat-lab

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

Language:PythonLicense:MITStargazers:1791Issues:47Issues:652

fastMRI

A large-scale dataset of both raw MRI measurements and clinical MRI images.

Language:PythonLicense:MITStargazers:1261Issues:74Issues:112

fairseq2

FAIR Sequence Modeling Toolkit 2

Language:PythonLicense:MITStargazers:607Issues:16Issues:86

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:424Issues:23Issues:21

projectaria_tools

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

Language:C++License:Apache-2.0Stargazers:363Issues:42Issues:74

AudioDec

An Open-source Streaming High-fidelity Neural Audio Codec

Language:PythonLicense:NOASSERTIONStargazers:354Issues:30Issues:25

Ego4d

Ego4d dataset repository. Download the dataset, visualize, extract features & example usage of the dataset

Language:Jupyter NotebookLicense:MITStargazers:301Issues:23Issues:146

Mephisto

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

Language:PythonLicense:MITStargazers:296Issues:16Issues:255

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:283Issues:22Issues:20

HolisticTraceAnalysis

A library to analyze PyTorch traces.

Language:PythonLicense:MITStargazers:237Issues:17Issues:48

BenchMARL

A collection of MARL benchmarks based on TorchRL

Language:PythonLicense:MITStargazers:181Issues:15Issues:17

ResponsibleNLP

Repository for research in the field of Responsible NLP at Meta.

Language:PythonLicense:NOASSERTIONStargazers:167Issues:23Issues:7

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:140Issues:33Issues:5

ears_dataset

Expressive Anechoic Recordings of Speech (EARS)

Language:PythonLicense:NOASSERTIONStargazers:69Issues:6Issues:3

spot-sim2real

Spot Sim2Real Infrastructure

Language:PythonLicense:MITStargazers:50Issues:10Issues:49

SOC-matching

Code release for "Stochastic Optimal Control Matching"

Language:PythonLicense:NOASSERTIONStargazers:19Issues:2Issues:1

pyvrs

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

Language:C++License:Apache-2.0Stargazers:17Issues:4Issues:3

hand_tracking_toolkit

This repository contains utilities for loading data from Meta's datasets with hand pose annotations, computing hand tracking metrics, and visualising results of a hand tracking method.

Language:PythonLicense:Apache-2.0Stargazers:7Issues:5Issues:0

hot3d

HOT3D: A dataset for egocentric 3D hand and object tracking

Language:PythonLicense:Apache-2.0Stargazers:5Issues:0Issues:0

goliath

Goliath Dataset Release

Language:PythonLicense:NOASSERTIONStargazers:4Issues:0Issues:0

ucc

Unified Communication Collectives Library

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

ava-256

Train universal codec avatars

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:2Issues:6Issues:0

head-to-tail

"Head-to-Tail How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs?" (NAACL 2024)

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