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

• Darts
• mlforecast - Scalable machine 🤖 learning for time series forecasting.
• model-explorer - A modern model graph visualizer and debugger
• timesfm - TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

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

• Dashboard Design Patterns
• Feature Engineering A-Z
• Interactive Gaussian Process Visualization
• Introduction to Machine Learning Interviews
• MLU-EXPLAIN - Visual explanations of core machine learning concepts.
• No Bullshit Guide to Statistics
• Simulated Annealing
• The Illustrated Machine Learning