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1. CapacityLimitedFailureInANN CapacityLimitedFailureInANN Public

   This project investigates how ANN methods deform the geometric structure of image embedding neighbourhoods when compared to an exact k-NN search.

   Jupyter Notebook

2. Revisitng2009CreditDefaultPaper Revisitng2009CreditDefaultPaper Public

   ML classification project reimplementing & modernising a 2009 credit risk study using UCI Credit Card Default dataset.

   Jupyter Notebook

3. ai-ds ai-ds Public

   Automated data science pipeline that evolves from deterministic agent functions to LLM-orchestrated workflows.

   Python

4. Learn-CV Learn-CV Public

   Forked from Regis-University-Data-Science/Learn-CV

   Lessons to quickly get up to speed on various Computer Vision topics

   Jupyter Notebook

5. StockMarketRegimeResearch StockMarketRegimeResearch Public

   A research project exploring machine learning methods to predict market regimes using a combination of: Macroeconomic indicators from FRED.gov Foreign Currencies data from Yahoo Finance (yfinance) …

   Jupyter Notebook

6. monte-carlo-methods monte-carlo-methods Public

   This project implements first-visit Monte Carlo control with epsilon-greedy policies to train an RL agent to play Blackjack. The agent learns entirely from experience (model-free) using Gymnasium's…

   Jupyter Notebook