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