Demo of NBA Expected Possession Value model

Probabilistic prediction with XGBoost.

Basketball GM (and other ZenGM games) are single-player sports management simulation games, made entirely in client-side JavaScript.

Common data manipulations in different languages and frameworks.

Equity Beta Calculation and CAPM

Geocoding library for Python.

Model and Training code for The Advantage of Doubling: A Deep Reinforcement Learning Approach to Studying the Double Team in the NBA

A python tutorial on bayesian modeling techniques (PyMC3)

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

Notebooks about Bayesian methods for machine learning

Bayesian neural network package

Fast serializer mixin for Django rest framework 3.0+

The world’s fastest framework for building websites.

A repository for explaining feature attributions and feature interactions in deep neural networks.

Using / reproducing ACD from the paper "Hierarchical interpretations for neural network predictions" 🧠 (ICLR 2019)

Roadmap to becoming an Artificial Intelligence Expert in 2022

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

Bayesian Data Analysis course at Aalto