Facebook AI is open-sourcing Hydra, a new framework whose dynamic approach to configuration will accelerate the development of complex Python applications.

cuDF - GPU DataFrame Library . Contribute to rapidsai/cudf development by creating an account on GitHub.

Classification is a predictive modeling problem that involves assigning a label to a given input data sample. The problem of classification predictive modeling can be framed as calculating the conditional probability of a class label given a data sample.…

We introduce novel communication strategies in synchronous distributed Deep
Learning consisting of decentralized gradient reduction orchestration and
computational graph-aware grouping of gradient...

BERT-related papers. Contribute to tomohideshibata/BERT-related-papers development by creating an account on GitHub.

Adversarially trained generative models (GANs) have recently achieved compelling image synthesis results. But despite early successes in using GANs for unsupervised representation learning, they...

Learn how to build build a recurrent neural network to do French to English translation using Google's open-source machine learning library, TensorFlow. ​​

An open source machine learning framework that accelerates the path from research prototyping to production deployment.

We are open-sourcing Detectron2, the second-generation of our widely used object-recognition platform. Detectron2 has been rewritten from the ground up in PyTorch to enable faster model iteration and deployment.

Posted by Ankur Bapna, Software Engineer and Orhan Firat, Research Scientist, Google Research “... perhaps the way [of translation] is to descend...

Facebook AI is open-sourcing CrypTen, a research-focused framework to explore encrypted machine learning techniques in the PyTorch environment.

A collection of infrastructure and tools for research in neural network interpretability. - tensorflow/lucid

We’re open-sourcing a new platform for experimenting with reinforcement learning to proactively adapt to changing traffic patterns.

A guest post by Sandeep Mistry & Dominic Pajak of the Arduino team

We’ve trained a pair of neural networks to solve the Rubik’s Cube with a human-like robot hand. The neural networks are trained entirely in simulation, using the same reinforcement learning code as OpenAI Five paired with a new technique called Automatic…

Deep recommender models using PyTorch. Contribute to maciejkula/spotlight development by creating an account on GitHub.

Facebook AI is open-sourcing ReAgent, the most comprehensive and modular open source platform for creating AI-based reasoning systems, and the first to include policy evaluation to incorporate offline feedback.