GitHub - matusv/ml

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
data		data
data_vis.py		data_vis.py
make_features_players.py		make_features_players.py
make_features_teams.py		make_features_teams.py
ml_project.pdf		ml_project.pdf
nn_classifier.py		nn_classifier.py
nn_regressor.py		nn_regressor.py
nn_regressor_gridsearch.py		nn_regressor_gridsearch.py
read_features.py		read_features.py
readme.txt		readme.txt
tpot_pipeline.py		tpot_pipeline.py
tpot_pipeline2.py		tpot_pipeline2.py
tpot_train.py		tpot_train.py
visualize_features.py		visualize_features.py

Repository files navigation

- make_features_teams.py (creates team oriented features)
- make_features_players.py (creates player oriented features)
- visualize_features.py (shows 3d scatter plot of the test and train set)
- tpot_train.py (tpot finds a ML model,runs for ~20-30 mins)
- tpot_pipeline.py (ml model found by tpot)
- tpot_pipeline2.py (ml model found by tpot)
- nn_classifier.py (neural network classifier from tensorflow)
- nn_regressor.py (neural network regressor built with tflearn)
- nn_regressor_gridsearch.py (search for neural network parameters)