hahah1122

practice-in-paddle

《神经网络与深度学习》案例与实践

apachecn-dl-zh

ApacheCN 深度学习译文集

PRML

PRML algorithms implemented in Python

Bayesian-Filtering-and-Smoothing

Companion Matlab and Python codes for the book Bayesian Filtering and Smoothing by Simo Särkkä and Lennart Svensson

pykalman

Kalman Filter, Smoother, and EM Algorithm for Python

tsmoothie

A python library for time-series smoothing and outlier detection in a vectorized way.

deep-kalman-filter

NeuralNetworkswKalmanFilters

Implementing teaching of MLP neural network with EKF, UKF, CKF or other non-linear Kalman filter.

LQGnet

extended-kalman-filter-for-object-tracking-in-sensor-networks

Application of the Extended Kalman Filter (EKF) in sensor networks, through its implementation in the problem of object tracking.

Learn-Python-3-the-Hard-Way

《Learn Python3 the Hard Way》笨办法学python3代码及总结💨

feiguyunai

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

seaborn-data

Data repository for seaborn examples

seaborn

Statistical data visualization in Python

pyParticleEst

Python Library for Particle based estimation methods

autograd

Efficiently computes derivatives of numpy code.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Kalman-and-Bayesian-Filters-in-Python-zh_cn

Kalman and Bayesian Filters in Python的中文翻译

KalmanNet_TSP

code for KalmanNet

PythonRobotics

Python sample codes for robotics algorithms.

kalman-filter

Kalman Filter implementation in Python using Numpy only in 30 lines.

KFNet

KFNet: Learning Temporal Camera Relocalization using Kalman Filtering (CVPR 2020 Oral)