srpraveen97

Electrical_Demand_Toronto

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.

LSTM_nonlinear

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

Toronto_Covid_Dashboard

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

Airbnb_Toronto

Data visulatization of Airbnb Toronto data

command-line-tutorial

LearningFlask

Linear_model_tree

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

ManagePDF

Netflix_movie_recommendation

Rubiks_hypothesis

A fun debate between my brother and me resulted in me having to perform hypothesis testing to prove him wrong.

Udemy_Pytorch

These are codes from the Udemy course on Pytorch