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githaog's Projects

filterpy icon 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'.

iphys-toolbox icon iphys-toolbox

A MATLAB toolbox for iPPG analysis. The toolbox includes implementations of commonly used methods.

kalman icon kalman

Some Python Implementations of the Kalman Filter

manim icon manim

Animation engine for explanatory math videos

mnist-classification icon mnist-classification

Pytorch、Scikit-learn实现多种分类方法,包括逻辑回归(Logistic Regression)、多层感知机(MLP)、支持向量机(SVM)、K近邻(KNN)、CNN、RNN,极简代码适合新手小白入门,附英文实验报告(ACM模板)

pyemd icon pyemd

Python implementation of Empirical Mode Decompoisition (EMD) method

pyevm icon pyevm

Python implementation of EVM(Eulerian Video Magnification)

pyhrv icon pyhrv

Python toolbox for Heart Rate Variability

pypyls icon pypyls

A Python implementation of Partial Least Squares (PLS) decomposition

vmdpy icon vmdpy

Variational mode decomposition (VMD) in Python

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