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bayes-drt

Hierarchical Bayesian methods for inversion of electrochemical impedance spectroscopy (EIS) data

classroom

GitHub Classroom automates repository creation and access control, making it easy for teachers to distribute starter code and collect assignments on GitHub.

cvip-2023

Notes for CVIP 2023 class

cvip2024

Repository for Computer Vision Notebooks for Computer Vision and Image Processing in 2024

eis-using-teensy-and-python

esc-10

ESC: Dataset for Environmental Sound Classification

filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

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.

master_sse_22_23

nestedsampling

Python port of Sivia and Skillings nested sampling code.

openeis

A repository with teaching materials for electrochemical impedance spectroscopy.

pyeis

PyEIS: A Python-based Electrochemical Impedance Spectroscopy simulator and analyzer

samers-public-repo

thinkdsp

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

vc-demo-env

Demo Environment for CVIP Version Control class