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1. Immortal-AgenticRL Immortal-AgenticRL Public

   Immortal Pac-Man agent build in Berkeley AI environment, employing model-based reinforcement learning and Bayesian optimisation to navigate non-deterministic challenges.

   Python 2

2. Agent-WebVoyager Agent-WebVoyager Public

   Agent-WebVoyager autonomously navigates the web like a human, performing tasks without specific APIs. It uses visual cues and intelligent decisions for web scraping and information retrieval, docum…

   Python 13 5

3. Classification_Implementations Classification_Implementations Public

   Exploration of classification techniques and analysis using IRIS dataset. Logistic regression, Decision Trees, and 1R Classification used.

   Jupyter Notebook 1

4. Gradient_Descent_Implementations Gradient_Descent_Implementations Public

   Exploration of data visualisation techniques and linear regression analysis using a London borough profiles dataset. Demos the creation of insightful plots, data partitioning into training, validat…

   Jupyter Notebook 1

5. voronoi-contours voronoi-contours Public

   Using custom mathematical functions and python to build a cool animation for my website background

   Python 1

6. Deep-Image-Learning Deep-Image-Learning Public

   Classifying EMNIST data with dropout regularisation, batch normalisation and meta learning. Training on Azure. Visualising dimensional manifolds with UMAP and t-SNE.

   Jupyter Notebook 2