Starred repositories
An orchestration platform for the development, production, and observation of data assets.
Lime: Explaining the predictions of any machine learning classifier
Visualizer for neural network, deep learning and machine learning models
A game theoretic approach to explain the output of any machine learning model.
Neural Networks: Zero to Hero
An autoregressive character-level language model for making more things
The simplest, fastest repository for training/finetuning medium-sized GPTs.
OpenMMLab Detection Toolbox and Benchmark
A python package for turning sports video into csv files
Visualization and analysis of NBA player tracking data
Raw, user-submitted point-by-point data for pro tennis matches
Tracking a table tennis ball in 3d using two cameras, and analyzing the result.
Bayesian Analysis with Python (Second Edition)
Bayesian Modeling and Probabilistic Programming in Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
Open-source Monocular Python HawkEye for Tennis
Github mirror of my original https://code.google.com/archive/p/pyglicko2/. For details about the Glicko-2 rating system see: http://www.glicko.net/glicko/glicko2.html and http://www.glicko.net/glic…
An implementation of the Glicko-2 rating system for Python
A framework for applied category theory in the Julia language
Ultimate Tennis Statistics and Tennis Crystal Ball - Tennis Big Data Analysis and Prediction
Efficient 3D human pose estimation in video using 2D keypoint trajectories
Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation