GitHub - tsdaemon/mscs-competition2: my team code for data science game 2017

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 54 Commits
.ipynb_checkpoints		.ipynb_checkpoints
astehnii		astehnii
dotnet		dotnet
vradchenko		vradchenko
.gitattributes		.gitattributes
.gitignore		.gitignore
AS_1_Exploration.ipynb		AS_1_Exploration.ipynb
AS_2.1_Graph_tool.ipynb		AS_2.1_Graph_tool.ipynb
AS_2_Convert-to-graph.ipynb		AS_2_Convert-to-graph.ipynb
AS_3_Validation-split.ipynb		AS_3_Validation-split.ipynb
AS_4_Simple_model.ipynb		AS_4_Simple_model.ipynb
AS_5.1_xgboost_model.ipynb		AS_5.1_xgboost_model.ipynb
AS_5.2_LightGBM_model.ipynb		AS_5.2_LightGBM_model.ipynb
AS_5.3_LightGBM_model_2.ipynb		AS_5.3_LightGBM_model_2.ipynb
AS_5_Random_forest_model.ipynb		AS_5_Random_forest_model.ipynb
AS_6_Target_variable_distribution.ipynb		AS_6_Target_variable_distribution.ipynb
AS_7_complex_fat_model.ipynb		AS_7_complex_fat_model.ipynb
AS_8_cumulative_categorical_features.ipynb		AS_8_cumulative_categorical_features.ipynb
AS_9_graphtools.ipynb		AS_9_graphtools.ipynb
AS_Exploration_Is_listened.ipynb		AS_Exploration_Is_listened.ipynb
AS_Feature-How-many-Flow-and-Listen-inline.ipynb		AS_Feature-How-many-Flow-and-Listen-inline.ipynb
AS_Feature_Previous_Is_listened.ipynb		AS_Feature_Previous_Is_listened.ipynb
AS_Feature_TS_listen_explored.ipynb		AS_Feature_TS_listen_explored.ipynb
AS_Feature_graph_friend_listened.ipynb		AS_Feature_graph_friend_listened.ipynb
AS_Feature_release_date_expanded.ipynb		AS_Feature_release_date_expanded.ipynb
AS_feature_track_API_data.ipynb		AS_feature_track_API_data.ipynb
KO_CumFeatures.cpp		KO_CumFeatures.cpp
KO_MLP_UCUpnik.ipynb		KO_MLP_UCUpnik.ipynb
KO_MusicInformationRetrieval.ipynb		KO_MusicInformationRetrieval.ipynb
MD_Feature_extraction.ipynb		MD_Feature_extraction.ipynb
MD_Linear_model.ipynb		MD_Linear_model.ipynb
OK_fat_model.ipynb		OK_fat_model.ipynb
data_utils.py		data_utils.py
model.py		model.py
model_lgbm.py		model_lgbm.py
preparation.py		preparation.py
validation.py		validation.py