Kristian Bonnici

Projects

Here's some of my projects that I have worked on.

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PORTFOLIO OPTIMIZATION WEB APP

Python Flask Render HTML CSS JavaScript

A web application for generating optimal portfolios based on Sharpe Ratio. Flask is used as the web application framework for the page. A live demo is deployed into cloud with Render.

  Demo   Code
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EXPLAINABLE MACHINE LEARNING WITH SHAP

Python Jupyter

This notebook illustrates how machine learning models can be made more transparent with SHAP (SHapley Additive exPlanations) values.

  Notebook   Code
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NEURAL NETWORK VISUALIZATION PACKAGE

Python PyPI

NNtecture is a Python package for quick and easy Neural Network architecture visualization. It's built on top of the Graphviz open source graph visualization software.

  Page   Code
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PORTFOLIO OPTIMIZER PACKAGE

Python SciPy PyPI

OptiFolio is a Python package for portfolio optimization. SciPy is used for the optimization task, while results are visualized with Bokeh plots.

  Page   Code
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MACHINE LEARNING VISUALIZATION LIBRARY

Python PyPI

MLVizLib (Machine Learning Visualization Library) is a library for generating quick, insightful, and stylish visualizations for machine learning (ML). The goal is to enhance the ML workflow by providing insightful visualizations with minimum effort.

  Page   Code

Get In Touch

Let's keep in touch. I'm always happy to receive messages, whether it is a general question, suggestion, or if you just want to say hi.


  Contact   LinkedIn   GitHub