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README.md
README.md
 
 
cross_test.py
cross_test.py
 
 
ensemble_learning.py
ensemble_learning.py
 
 
ensemble_learning_interupt.py
ensemble_learning_interupt.py
 
 
ensemble_learning_with_momentum.py
ensemble_learning_with_momentum.py
 
 
ensemble_predictor.py
ensemble_predictor.py
 
 
ensemble_with_momentum_testing.py
ensemble_with_momentum_testing.py
 
 
ensemble_with_momentum_viewweights.py
ensemble_with_momentum_viewweights.py
 
 
eval_matrix.csv
eval_matrix.csv
 
 
evaluate_prediction.py
evaluate_prediction.py
 
 
get_in_fukuoka_users_trajectories.py
get_in_fukuoka_users_trajectories.py
 
 
get_in_fukuoka_users_trajectories_2011.py
get_in_fukuoka_users_trajectories_2011.py
 
 
get_in_osaka_users_trajectories.py
get_in_osaka_users_trajectories.py
 
 
get_in_osaka_users_trajectories_2011.py
get_in_osaka_users_trajectories_2011.py
 
 
get_in_tokyo_users_trajectories.py
get_in_tokyo_users_trajectories.py
 
 
get_in_tokyo_users_trajectories_2011.py
get_in_tokyo_users_trajectories_2011.py
 
 
get_multistep_prediction.py
get_multistep_prediction.py
 
 
get_weights_only.py
get_weights_only.py
 
 
historical_predictor.py
historical_predictor.py
 
 
loc_dict.csv
loc_dict.csv
 
 
meshlonlat.py
meshlonlat.py
 
 
meshlonlat.pyc
meshlonlat.pyc
 
 
momentum_predictor.py
momentum_predictor.py
 
 
one_predictor_testing.py
one_predictor_testing.py
 
 
one_predictor_training.py
one_predictor_training.py
 
 
predict_comiket_pd.py
predict_comiket_pd.py
 
 
preprocessing_2011.py
preprocessing_2011.py
 
 
preprocessing_2012.py
preprocessing_2012.py
 
 
test_comiket.py
test_comiket.py
 
 
validate_trainset.py
validate_trainset.py
 
 
visualize_cross_matrix.ipynb
visualize_cross_matrix.ipynb
 
 
visualize_model_selection.py
visualize_model_selection.py
 
 

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This work is for the submission for UbiComp 2017

Python 2.7

Keras 1.2.2

Key files:

  1. Component training:

ensemble_predictor.py

  1. Online Ensemble prediction:

ensemble_learning_with_momentum.py

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