Pinned Repositories
app-starter-kit
Streamlit App Starter Kit helps kick start your Streamlit app creation.
Django-By-Example
Published by Packt
Football-Mpl-Examples
A few examples of making football analytical visualisations using Python and Matplotlib
Hands-on-Unsupervised-Learning-with-TensorFlow-2.0
Practical demonstration of unsupervised learning models in TensorFlow 2.0
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.
Matplotlib-work
openai-cookbook
Examples and guides for using the OpenAI API
Python-Natural-Language-Processing
Python Natural Language Processing, published by Packt
PythonMaps-Scipy-2022
PythonMaps Workshop for Scipy 2022
Streamlit-Projects
aymanb's Repositories
aymanb/Football-Mpl-Examples
A few examples of making football analytical visualisations using Python and Matplotlib
aymanb/xGPlotsUnderstat
A project which scraps data from individual matches from www.Understat.com and uses xG data from it to create xGplots(Expected Goals Plots) which are chronological timeframes of 90 minutes illustrating the game's narrative
aymanb/-Mastering-Matplotlib-3
Mastering Matplotlib 3 by Packt Publishing
aymanb/AnatomyOfMatplotlib
Anatomy of Matplotlib -- tutorial developed for the SciPy conference
aymanb/bookcision
aymanb/currency-converter-app
aymanb/DataVizTutorial
A tutorial on how to make dashboards using matplotlib using data from Fbref and Understat
aymanb/FC-Python-Tutorials
Collection of tutorials and resources from fcpython.com
aymanb/Football-Analytics-With-Python
A repository for football analytics
aymanb/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.
aymanb/friends-of-tracking-viz-lecture
repo to hold pdfs, notebooks, and data for FOT lectures
aymanb/Getting-started-with-Streamlit-for-Data-Science
Getting started with Streamlit for Data Science, published by Packt
aymanb/Hands-On-Data-Analysis-with-Pandas-2nd-edition
Materials for following along with Hands-On Data Analysis with Pandas – Second Edition
aymanb/Hands-on-Machine-Learning-with-Scikit-Learn-Keras-and-TensorFlow
Notes & exercise solutions of Part I from the book: "Hands-On ML with Scikit-Learn, Keras & TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems" by Aurelien Geron
aymanb/Interactive-Dashboards-and-Data-Apps-with-Plotly-and-Dash
Interactive Dashboards and Data Apps with Plotly and Dash, published by Packt
aymanb/mplsoccer-assets
Repo for extra files used in mplsoccer docs.
aymanb/Viz-Templates
All of my visualization templates I have created for soccer. Will update as I make changes to them.