Repository Index

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

• python
• machine-learning
• deep-learning
• data-science

TranslatedMachine learning tutorials

• machine-learning
• neural-network
• tensorflow
• python

Deep Reinforcement Learning for Keras.

• keras
• tensorflow
• theano
• reinforcement-learning

Lightweight library to build and train neural networks in Theano

• deep-learning-library
• neural-networks
• python
• theano

A Theano framework for building and training neural networks

Combines the ease of use of scikit-learn with the power of Theano/Lasagne

• scikit-learn
• lasagne
• deep-learning
• machine-learning

Language Model GRU with Python and Theano

Iterative Linear Quadratic Regulator with auto-differentiatiable dynamics models

• trajectory-optimization
• differential-dynamic-programming
• theano
• dynamics-models

Speed up your Neural Network with Theano and the GPU