Meta Research

Repositories

faiss Public

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

C++ MIT 2,569 16,642 178 (16 issues need help) 10 Updated Apr 9, 2022
detectron2 Public

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

Python Apache-2.0 5,578 20,451 165 31 Updated Apr 9, 2022
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 358 3,616 43 3 Updated Apr 9, 2022
theseus Public

A library for differentiable nonlinear optimization.

computer-vision deep-learning robotics levenberg-marquardt bilevel-optimization gauss-newton nonlinear-least-squares

Python MIT 11 233 38 (7 issues need help) 9 Updated Apr 9, 2022
fairo Public

A modular embodied agent architecture and platform for building embodied agents

Jupyter Notebook MIT 66 722 143 (1 issue needs help) 40 Updated Apr 9, 2022
fbpcp Public

FBPCP (Facebook Private Computation Platform) is a secure, privacy safe and scalable architecture to deploy MPC (Multi Party Computation) applications in a distributed way on virtual private clouds. FBPCF (Facebook Private Computation Framework) is for scaling MPC computation up via threading, while FBPCP is for scaling MPC computation out via P…

Python MIT 39 67 0 14 Updated Apr 9, 2022
torcharrow Public

A torch.Tensor-like DataFrame library supporting multiple execution runtimes and Arrow as a common memory format

python deep-learning dataframe

Python BSD-3-Clause 37 298 30 (4 issues need help) 10 Updated Apr 9, 2022
pytorch3d Public

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

Python 855 5,825 79 2 Updated Apr 9, 2022
pycls Public

Codebase for Image Classification Research, written in PyTorch.

Python MIT 225 1,872 21 3 Updated Apr 9, 2022
ParlAI Public

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

Python MIT 1,820 8,723 82 (4 issues need help) 11 Updated Apr 9, 2022
fbpcs Public

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. Both parties have dedicated cl…

C++ MIT 71 62 0 27 Updated Apr 8, 2022
multimodal Public

TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.

Python BSD-3-Clause 7 185 1 1 Updated Apr 8, 2022
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 11 160 1 1 Updated Apr 8, 2022
d2go Public

D2Go is a toolkit for efficient deep learning

Python Apache-2.0 88 658 33 6 Updated Apr 8, 2022
habitat-sim Public

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

simulator ai computer-vision cplusplus robotics sim2real

C++ MIT 278 1,403 49 (6 issues need help) 17 Updated Apr 8, 2022
habitat-lab Public

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

python simulator research reinforcement-learning ai computer-vision deep-learning

Python MIT 284 809 146 (6 issues need help) 23 Updated Apr 8, 2022
fbpcf Public

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…

C++ MIT 26 86 0 7 Updated Apr 8, 2022
StyleNeRF Public

This is the open source implementation of the ICLR2022 paper "StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis"

Python 48 622 12 0 Updated Apr 8, 2022
CompilerGym Public

Reinforcement learning environments for compiler and program optimization tasks

Python MIT 82 590 67 (5 issues need help) 15 Updated Apr 8, 2022
pytorchvideo Public

A deep learning library for video understanding research.

Python Apache-2.0 249 2,369 44 19 Updated Apr 8, 2022
aepsych Public

AEPsych is a tool for adaptive experimentation in psychophysics and perception research, built on top of gpytorch and botorch.

Jupyter Notebook 12 15 1 0 Updated Apr 8, 2022
labgraph Public

LabGraph is a Python framework for rapidly prototyping experimental systems for real-time streaming applications. It is particularly well-suited to real-time neuroscience, physiology and psychology experiments.

Python MIT 24 119 9 (3 issues need help) 9 Updated Apr 8, 2022
xformers Public

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

Python 44 666 19 (1 issue needs help) 3 Updated Apr 8, 2022
torchdynamo Public

A Python-level JIT compiler designed to make unmodified PyTorch programs faster.

Python BSD-3-Clause 11 96 68 1 Updated Apr 8, 2022
hydra Public

Hydra is a framework for elegantly configuring complex applications

Python MIT 448 5,718 123 (5 issues need help) 18 Updated Apr 8, 2022
Ego4d Public

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

video computer-vision feature-extraction visuzalization dataset

Jupyter Notebook MIT 4 46 6 3 Updated Apr 8, 2022
FLSim Public

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.

Python BSD-3-Clause 9 81 3 3 Updated Apr 8, 2022
vissl Public

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

Jupyter Notebook MIT 260 2,552 39 12 Updated Apr 8, 2022
ss3d Public

Code release for "Pre-train, Self-train, Distill A simple recipe for Supersizing 3D Reconstruction"

Jupyter Notebook 0 12 0 0 Updated Apr 8, 2022
mmf Public

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

deep-learning dialog pytorch captioning multimodal hateful-memes vqa

Python 846 4,861 175 (13 issues need help) 39 Updated Apr 8, 2022

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Repositories

faiss Public

detectron2 Public

Kats Public

theseus Public

fairo Public

fbpcp Public

torcharrow Public

pytorch3d Public

pycls Public

ParlAI Public

fbpcs Public

multimodal Public

recipes Public

d2go Public

habitat-sim Public

habitat-lab Public

fbpcf Public

StyleNeRF Public

CompilerGym Public

pytorchvideo Public

aepsych Public

labgraph Public

xformers Public

torchdynamo Public

hydra Public

Ego4d Public

FLSim Public

vissl Public

ss3d Public

mmf Public