Curated list of project-based tutorials

State-of-the-Art Text Embeddings

This repository provides scripts to train an LSTM and then extract states from it in Tensorflow.

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Pape…

A Deep Learning Python Toolkit for Healthcare Applications.

Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.

Tools to Design or Visualize Architecture of Neural Network

BigDL: Distributed TensorFlow, Keras and PyTorch on Apache Spark/Flink & Ray