Matt Hall's starred repositories
Kalman-and-Bayesian-Filters-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 filters, and more. All exercises include solutions.
ThinkBayes2
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
dtaidistance
Time series distances: Dynamic Time Warping (fast DTW implementation in C)
Statistical-Rethinking-with-Python-and-PyMC3
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
python-statemachine
Python Finite State Machines made easy.
3w_dataset
The first realistic and public dataset with rare undesirable real events in oil wells.
dissertation
Zheng Zhao's doctoral dissertation from Aalto University
mdio-python
Cloud native, scalable storage engine for various types of energy data.
caddy-fastapi
Quickly deploy Caddy to serve requests with FastAPI using docker-compose!
digital_rocks_data
Download and load digital rocks datasets
open_petro_elastic
Utility for calculating elastic properties of petroleum fields