Repositories
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faiss
A library for efficient similarity search and clustering of dense vectors.
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mmf
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
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droidlet
A modular embodied agent architecture and platform for building embodied agents
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habitat-sim
A flexible, high-performance 3D simulator for Embodied AI research.
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rlstructures
RLStructures is a library to facilitate the implementation of new reinforcement learning algorithms. It includes a library, a tutorial, and different RL algorithms provided as examples.
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ReAgent
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
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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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fbpcf
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…
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iopath
A python library that provides common I/O interface across different storage backends.
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mtrl
Multi Task RL Baselines
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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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hydra
Hydra is a framework for elegantly configuring complex applications
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FBTT-Embedding
This is a Tensor Train based compression library to compress sparse embedding tables used in large-scale machine learning models such as recommendation and natural language processing. We showed this library can reduce the total model size by up to 100x in Facebook’s open sourced DLRM model while achieving same model quality. Our implementation …
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DoodlerGAN
AI models that can doodle/sketch
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fairscale
PyTorch extensions for high performance and large scale training.
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pytext
A natural language modeling framework based on PyTorch
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gtn
Automatic differentiation with weighted finite-state transducers.
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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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detectron2
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
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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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CompilerGym
A reinforcement learning toolkit for compiler optimizations
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denoiser
Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder ar…
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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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voxpopuli
A large-scale multilingual speech corpus for representation learning, semi-supervised learning and interpretation
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nevergrad
A Python toolbox for performing gradient-free optimization
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demucs
Code for the paper Music Source Separation in the Waveform Domain
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SlowFast
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
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multihop_dense_retrieval
Multi-hop dense retrieval for question answering
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d2go
D2Go is a toolkit for efficient deep learning
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CrypTen
A framework for Privacy Preserving Machine Learning
