Pinned

1. group-playlist-recommender group-playlist-recommender Public

   Companies like Spotify create personalized recommendations. How can this be extended to groups of people? This project uses the Echo Nest Taste Profile of user play histories to create recommended …

   Python 1

2. wafer-defect-maps wafer-defect-maps Public

   Inspection equipment for the semiconductor industry saves companies millions of dollars. This project uses the MIR-WM811K Corpus» of wafer maps to build a CNN classifier to automate classification …

   Python 18 5

3. covid-symptom-searches covid-symptom-searches Public

   Are Google searches for COVID-19 symptoms useful in predicting increases in COVID-19 patients? Exploratory data analysis and hypothesis testing using Google's COVID-19 Open Data database.

   Jupyter Notebook 1

4. NN-character-recognition NN-character-recognition Public

   Neural network-based character recognition using MATLAB. The algorithm does not rely on external ML modules, and is rigorously defined from scratch. A report is included which explains the theory, …

   MATLAB 2

5. kaggle-house-price-prediction kaggle-house-price-prediction Public

   My submission to the Kaggle housing price prediction competition, placing in the top 1% of submissions. This uses the XGBoost Regressor, which implements gradient boosted decision trees with high s…

   Jupyter Notebook 1