Data Science

Dashboard

• evidence - Evidence is an open source publishing tool for modern data teams. Build polished data products with just SQL and markdown.
• streamlit - Streamlit — The fastest way to build data apps in Python.

Machine Learning

• TabNet - PyTorch implementation of TabNet paper.
• Darts

Visualization

• PyViz
• Vizro - Vizro is a toolkit for creating modular data visualization applications.

Tools

• handcals - Python library for converting Python calculations into rendered latex.

Resources

• Interactive Gaussian Process Visualization
• MLU-EXPLAIN - Visual explanations of core machine learning concepts.
• R2D3 - A visual introduction to machine learning.
• Simulated Annealing
• The Illustrated Machine Learning
• Introduction to Machine Learning Interviews
• Feature Engineering A-Z
• Dashboard Design Patterns