My weekly of data-mining group. Try to implement some algorithms. Or distributed and multi-GPU computing.
The repo is basically based on python3. It is essential to have
brew install python3-pip
pip3 install numpy
pip3 install tensorflow
pip3 install jupyter
It is a good idea to use jupyter notebook. After installing it, type
jupyter notebook
Then have a look at *.ipynb.
- W1-Tensorflow-Started, try to use simple
tensorflow. - W2-Q-Learning-Algorithm, for simple q-learning algorithm with tabular representation when the number of state-action map is not so large.
- W3-Reinforcement-Learning, realistic reinforcement learning algorithm with function approximators, especially neuron networks.