├── ARIMA_Baseline_Forecasting.ipynb ├── EDA_and_Evaluation.ipynb ├── Feedforward_NN_LSTM_Models.ipynb ├── README.md ├── Simple Autoencoder & UBER Autoencoder.ipynb ├── basedeep.py ├── complex_mlp.py ├── custom_deepmodels.py ├── models ├── complex_MLP_early_stopping_W168_20areas__y2012.json ├── complex_MLP_early_stopping_W168_20areas__y2012_weights.h5 ├── multivar_LSTM_W168_20areas__y2012.json └── multivar_LSTM_W168_20areas__y2012_weights.h5 ├── multivar_lstm.py ├── preprocessed_taxidemand_sample.csv ├── single_mlp.py ├── ts_10largest.csv └── ts_20largest.csv /ARIMA_Baseline_Forecasting.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vincekellner/demandforecasting/HEAD/ARIMA_Baseline_Forecasting.ipynb -------------------------------------------------------------------------------- /EDA_and_Evaluation.ipynb: -------------------------------------------------------------------------------- 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