ML-Weekly

My weekly of machine learning. It is actually a collection of my implementations of machine learning algorithms.

Environments

It is based on python3 and jupyter notebook. I use pyenv and anaconda to solve my environment. Other topics about environment is covered in P6-Misc.

pyenv install anaconda3-5.1.0

# install tensorflow
conda install tensorflow

# install sklearn
conda install scikit-learn

# install pytorch
conda install pytorch torchvision -c pytorch

Some code may need tensorflow-gpu, opencv 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
• pytorch