create_test_dataset |
Create training dataset on specific station for prediction |
create_train_dataset |
Create training dataset on specific station for prediction |
create_train_model |
Create random-forest training model for bicycle rental prediction. |
daily_bicycle_rental |
Visualize amount of bicycle rental at each day of week. |
extract_features |
Extract feature columns from train/test dataset |
monthly_bicycle_rental |
Visualize the change of bicycle rental amount by temperature and each month. |
predict_bicycle_rental |
Predict hourly Demand of bicycle in 2015. |
top10_paths |
Visualize Top 10 Pathes that were most used from 2013 to 2015. |
top10_stations |
Visualize top 10 stations that were most used from 2013 to 2015. |