A mix of GAN implementations including progressive growing - facebookresearch/pytorch_GAN_zoo

Posted by Arindrima Datta and Anjuli Kannan, Software Engineers, Google Research Google's mission is not just to organize the world's information b...

Release 2.0.0
Major Features and Improvements
TensorFlow 2.0 focuses on simplicity and ease of use, featuring updates like:

Easy model building with Keras and eager execution.
Robust model deploym...

Probability calculations are frustratingly unintuitive. Our brains are too eager to take shortcuts and get the wrong answer, instead of thinking through a problem and calculating the probability correctly. To make this issue obvious and aid in developing…

❤️ Check out Weights & Biases here and sign up for a free demo: https://www.wandb.com/papers

Weights & Biases blog post (the notebook is available too!)
- https://www.wandb.com/articles/visualize-xgboost-in-one-line
- https://colab.research.google.com/d…

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.