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aymanb's Projects

app-starter-kit icon app-starter-kit

Streamlit App Starter Kit helps kick start your Streamlit app creation.

dataviztutorial icon dataviztutorial

A tutorial on how to make dashboards using matplotlib using data from Fbref and Understat

football_analytics icon football_analytics

⚽📊 A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.

footballfbrefplotting icon footballfbrefplotting

Fbref is a popular football stats/metrics site which collections information from Ted Knutson's StatsBomb. You can save this data in a csv or excel format. This is a Python module which collects any raw csv file from Fbref and plot the data based on whichever two axes you want it to. You can also scrape data from whichever Fbref page you wish to.

handson-ml3 icon handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

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