ML-Weekly

My weekly of machine learning. It is actually a collection of my implementations of machine learning algorithms. We will also cover distributed-tensorflow and multi-GPU computing.

Environments

It is based on python3 and jupyter notebook. To initialize the environment, you need pyenv and pyenv-virtualenv firstly.

pyenv install 3.6.0
pyenv virtualenv 3.6.0 tf-lab
pyenv local tf-lab

# basic
pip install numpy tensorflow jupyter
# if spacemacs
pip install anaconda-mode

Some code may need tensorflow-gpu or other environments.

Topics

• P1-Supervised-Learning
• P2-Unsupervised-Learning
• P3-Semi-Supervised-Learning
• P4-Deep-Learning
• P5-Reinforcement-Learning
• P6-Misc

Reference

• Tensorflow
• scikit-learn