Repositories
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detectron2 Public
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
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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.
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theseus Public
A library for differentiable nonlinear optimization.
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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…
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torcharrow Public
A torch.Tensor-like DataFrame library supporting multiple execution runtimes and Arrow as a common memory format
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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…
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multimodal Public
TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.
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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…
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habitat-sim Public
A flexible, high-performance 3D simulator for Embodied AI research.
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habitat-lab Public
A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.
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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…
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CompilerGym Public
Reinforcement learning environments for compiler and program optimization tasks
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pytorchvideo Public
A deep learning library for video understanding research.
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torchdynamo Public
A Python-level JIT compiler designed to make unmodified PyTorch programs faster.
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Ego4d Public
Ego4d dataset repository. Download the dataset, visualize, extract features & example usage of the dataset
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mmf Public
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

