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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-2.043910 295 621

detectron2

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

Language:PythonApache-2.028641 383 3447

faiss

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

Language:C++MIT28045 472 2343

seamless_communication

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

Language:Jupyter NotebookNOASSERTION10152 140 276

dinov2

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

Language:Jupyter NotebookApache-2.07799 92 343

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:PythonMIT4746 78 184

fairscale

PyTorch extensions for high performance and large scale training.

Language:PythonNOASSERTION2869 44 357

habitat-sim

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

Language:C++MIT2351 78 733

jepa

PyTorch code and models for V-JEPA self-supervised learning from video.

Language:PythonNOASSERTION2335 30 35

habitat-lab

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

Language:PythonMIT1700 44 640

DomainBed

DomainBed is a suite to test domain generalization algorithms

Language:PythonMIT1328 33 102

schedule_free

Schedule-Free Optimization in PyTorch

Language:PythonApache-2.01031 13 10

home-robot

Mobile manipulation research tools for roboticists

Language:PythonMIT743 30 138

fairseq2

FAIR Sequence Modeling Toolkit 2

Language:PythonMIT570 13 83

minihack

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

Language:PythonApache-2.0447 12 38

OrienterNet

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

Language:PythonNOASSERTION407 8 41

projectaria_tools

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

Language:C++Apache-2.0325 38 56

Mephisto

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

Language:PythonMIT295 16 254

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:PythonNOASSERTION289 47 2

HolisticTraceAnalysis

A library to analyze PyTorch traces.

Language:PythonMIT204 16 42

BenchMARL

A collection of MARL benchmarks based on TorchRL

Language:PythonMIT150 13 13

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:PythonMIT137 31 5

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