Pinned

1. basketball_story basketball_story Public

   Storytelling through data. Told the story of the last 4 decades of the NBA through pictures, description and data visualisation.

2. chess_project chess_project Public

   Two part R project for analysing games on lichess.org. Data collection-parsing-cleaning and as a second step analysis, visualisation and inference.

   R

3. happiness happiness Public

   Using R to understand how country data information relates to country happiness index and perform inference with linear regression.

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4. Isolation-Forest-and-EDA Isolation-Forest-and-EDA Public

   Breaking down the isolation forest algorithm in R and then using it to clean online survey data. The clean dataset was further analysed to derive interesting conclusions.

5. nba-features nba-features Public

   Performed feature engineering in an NBA dataset in order to predict the game outcome. Experimented with various methods of feature selection and compared predictive performance.

   Jupyter Notebook

6. Grad-CAM Grad-CAM Public

   Understanding how to use Grad-CAM in Pytorch to identify areas of activation in a CNN

   Jupyter Notebook