kwinkunks

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.

quadpy

:triangular_ruler: Numerical integration (quadrature, cubature) in Python

verde

Processing and gridding spatial data, machine-learning style

KDEpy

Kernel Density Estimation in Python

zoo

🦓 Zoo — Image Playground

pints

Probabilistic Inference on Noisy Time Series

floris

A controls-oriented engineering wake model.

3w_dataset

The first realistic and public dataset with rare undesirable real events in oil wells.

rev

REV: Reverse-Engineering Visualizations

ranky

Compute rankings in Python.

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!

las-js

Typescript/JavaScript library for parsing standard well log files (Geophysical well logs))

digital_rocks_data

Download and load digital rocks datasets

PyDEM

A Python implementation of DEM (Differential Effective Medium)

open_petro_elastic

Utility for calculating elastic properties of petroleum fields

HDF5eis

A solution for handling big, multidimensional timeseries data from environmental sensors in HPC applications.

DA-GPM

Code from the paper "Data Assimilation for a Geological Process Model Using the Ensemble Kalman Filter"

rng

Wanna see my collection of random numbers?

pyzgy

Read Schlumberger's ZGY format with syntax familiar to users of segyio

lasrs

A rust library for parsing geophysical well log (.las) files

spelling_bee_package_tutorial

etw

cmaptools

A collection of tools to evaluate and fix bad colormaps

las-go

Go library for parsing standard well log files (Geophysical well logs))