Repositories
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narwhal
Narwhal and Tusk: A DAG-based Mempool and Efficient BFT Consensus.
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droidlet
A modular embodied agent architecture and platform for building embodied agents
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Cupcake
A Rust library for lattice-based additive homomorphic encryption.
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habitat-lab
A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.
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detectron2
Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.
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ParlAI
A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
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FBPCS
FBPCS (Facebook Private Computation Service) 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 FBPCS is for scaling MPC computation out via Pr…
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Project_FARSI
We will be open sourcing a tool called FARSI (Facebook AR system investigator), a design space exploration framework. FARSI enables an agile and automated search of optimal hardware allocation and software-to-hardware mapping solutions.
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mmf
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
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multiset-compression
Official code accompanying the arXiv paper Compressing Multisets with Large Alphabets
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pplbench
Evaluation Framework for Probabilistic Programming Languages
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habitat-sim
A flexible, high-performance 3D simulator for Embodied AI research.
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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.
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muss
Code and models used in "MUSS Multilingual Unsupervised Sentence Simplification by Mining Paraphrases".
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TextVQA
Website for TextVQA dataset.
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DONERF
Code for "DONeRF Towards Real-Time Rendering of Compact Neural Radiance Fields using Depth Oracle Networks"
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hydra
Hydra is a framework for elegantly configuring complex applications
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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.
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AugLy
A data augmentations library for audio, image, text, and video.
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d2go
D2Go is a toolkit for efficient deep learning
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Mephisto
A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use
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ReAgent
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
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3D-Vision-and-Touch
When told to understand the shape of a new object, the most instinctual approach is to pick it up and inspect it with your hand and eyes in tandem. Here, touch provides high fidelity localized information while vision provides complementary global context. However, in 3D shape reconstruction, the complementary fusion of visual and haptic modalit…
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vissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
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loop_tool
A thin, highly portable C++ intermediate representation for dense loop-based computation.
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fvcore
Collection of common code that's shared among different research projects in FAIR computer vision team.
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labgraph
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.
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CompilerGym
A reinforcement learning toolkit for compiler optimizations
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GDT
We present a framework for training multi-modal deep learning models on unlabelled video data by forcing the network to learn invariances to transformations applied to both the audio and video streams.
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pytorch3d
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
