Beast code in Giters

Meta Research's repositories

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Language:Jupyter NotebookApache-2.044921 299 646

AnimatedDrawings

Code to accompany "A Method for Animating Children's Drawings of the Human Figure"

Language:PythonMIT10274 83 164

pytorch3d

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

Language:PythonNOASSERTION8418 148 1516

nougat

Implementation of Nougat Neural Optical Understanding for Academic Documents

Language:PythonMIT8309 69 192

dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

Language:Jupyter NotebookApache-2.08147 93 356

xformers

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

Language:PythonNOASSERTION7844 77 488

metaseq

Repo for external large-scale work

Language:PythonMIT6413 109 292

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:PythonMIT4820 79 185

DomainBed

DomainBed is a suite to test domain generalization algorithms

Language:PythonMIT1340 32 102

llm-transparency-tool

LLM Transparency Tool (LLM-TT), an open-source interactive toolkit for analyzing internal workings of Transformer-based language models. *Check out demo at* https://huggingface.co/spaces/facebook/llm-transparency-tool-demo

Language:PythonNOASSERTION655 51 8

minihack

MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research

Language:PythonApache-2.0459 13 39

vizseq

An Analysis Toolkit for Natural Language Generation (Translation, Captioning, Summarization, etc.)

Language:PythonMIT438 17 16

OrienterNet

Source Code for Paper "OrienterNet Visual Localization in 2D Public Maps with Neural Matching"

Language:PythonNOASSERTION421 10 42

Ego4d

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

Language:Jupyter NotebookMIT297 24 146

Mephisto

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

Language:PythonMIT296 16 255

FLSim

Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such as vision and text.

Language:PythonBSD-3-Clause240 25 15

open-eqa

OpenEQA Embodied Question Answering in the Era of Foundation Models

Language:Jupyter NotebookMIT168 13 6

EyefulTower

Official release of the Eyeful Tower dataset, a high-fidelity multi-view capture of 11 real-world scenes, from the paper “VR-NeRF High-Fidelity Virtualized Walkable Spaces” (Xu et al., SIGGRAPH Asia 2023).

NOASSERTION128 9 5

SimulEval

SimulEval: A General Evaluation Toolkit for Simultaneous Translation

Language:PythonCC-BY-SA-4.090 17 26

fmmax

Fourier modal method with Jax

Language:Jupyter NotebookMIT89 6 40

cruxeval

CRUXEval: Code Reasoning, Understanding, and Execution Evaluation

Language:PythonMIT85 4 1

acs

Meta’s Anonymous Credential Service (ACS) is designed to enable it to authenticate users in a “de-identified manner,” permitting access to services without gathering any data that could be used to identify the subject’s identity.

Language:CMIT63 12 1

real-acoustic-fields

Real Acoustic Fields An Audio-Visual Room Acoustics Dataset and Benchmark

NOASSERTION32 6 5

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:PythonMIT21 80

torch_ucc

Pytorch process group third-party plugin for UCC

Language:C++MIT18 47 6

OpenSFEDS

OpenSFEDS, a near-eye gaze estimation dataset containing approximately 2M synthetic camera-photosensor image pairs sampled at 500 Hz under varied appearance and camera position.

GPL-3.014 30

nccl

Optimized primitives for collective multi-GPU communication

Language:C++NOASSERTION13 50

ego-env

Human-centric environment representations from egocentric video

Language:PythonNOASSERTION10 5 1

forwardgnn

This repository provides code for the paper "Forward Learning of Graph Neural Networks" (ICLR 2024).

Language:PythonNOASSERTION8 30

multisense_consistency

Repository for the paper "From Form(s) to Meaning Probing the Semantic Depths of Language Models Using Multisense Consistency"

Language:Jupyter NotebookNOASSERTION3 30