Repositories
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nevergrad
A Python toolbox for performing gradient-free optimization
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mudoco
A synthetic dataset of dialogs we authored and annotated for references (pronouns, etc.). This dataset is discussed in the paper "MuDoCo: Corpus for Multidomain Coreference Resolution and Referring Expression Generation", which appeared at LREC 2020.
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odin
A simple and effective method for detecting out-of-distribution images in neural networks.
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fairscale
PyTorch extensions for high performance and large scale training.
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Cupcake
A Rust library for lattice-based additive homomorphic encryption.
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droidlet
A modular embodied agent architecture and platform for building embodied agents
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moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
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functorch
functorch is a prototype of JAX-like composable function transforms for PyTorch.
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habitat-sim
A flexible, high-performance 3D simulator for Embodied AI research.
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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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detectron2
Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.
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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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hydra
Hydra is a framework for elegantly configuring complex applications
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d2go
D2Go is a toolkit for efficient deep learning
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pytext
A natural language modeling framework based on PyTorch
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SlowFast
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
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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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LASER
Language-Agnostic SEntence Representations
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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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ParlAI
A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
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nle
The NetHack Learning Environment
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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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irt-leaderboard
Leaderboards are widely used in NLP and push the field forward. While leaderboards are a straightforward ranking of NLP models, this simplicity can mask nuances in evaluation items (examples) and subjects (NLP models). Rather than replace leaderboards, we advocate a re-imagining so that they better highlight if and where progress is made. Buildi…
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simmc2
Code for SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations
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SparseConvNet
Submanifold sparse convolutional networks
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loop_tool
A thin, highly portable C++ intermediate representation for dense loop-based computation.
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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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fastMRI
A large-scale dataset of both raw MRI measurements and clinical MRI images.
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ReAgent
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
