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1. Electrical_Demand_Toronto Electrical_Demand_Toronto Public

   I performed a detailed analysis of various factors that affect the electricity demand in Toronto. I also use a simple linear model tree to forecast the demand.

   Jupyter Notebook 10 4

2. Linear_model_tree Linear_model_tree Public

   A custom code to perform a decision tree algorithm with linear regression in every leaf node (a linear model tree)

   Python 1

3. Toronto_Covid_Dashboard Toronto_Covid_Dashboard Public

   I used Plotly Dash in Python to create a dashboard for covid cases in Toronto and deploy it in the cloud!

   Jupyter Notebook 1 1

4. LSTM_nonlinear LSTM_nonlinear Public

   I used a data-based approach to model nonlinear dynamic systems. Particularly, I used a two-layer PyTorch-based LSTM network.

   Jupyter Notebook 6 1