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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.

kalman-filter

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

ldd3

Linux Device Drivers 3 examples updated to work in recent kernels

learn-regex

Learn regex the easy way

libermate

DEPRECATED use https://github.com/victorlei/smop instead LiberMate - A MATLAB to Python (SciPy/NumPy) Translator

lshort

The Not So Short Introduction to LaTeX

markdown

Markdown 基本语法。

mathematics

The source code related to mathematics

matplotlib

matplotlib: plotting with Python

matplotlib-tutorial

Matplotlib tutorial for beginner

matplotlib_for_papers

Handout for the tutorial "Creating publication-quality figures with matplotlib"

matplotlib_tutorial

Source code to go along with my tutorial to learn data visualization with the matplotlib library of Python

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

moesp-and-n4sid

Subspace methods for MIMO system identification

natural-language-processing

Resources for "Natural Language Processing" Coursera course.

nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

numpy

Jupyter Notebook & Data Associated with my Tutorial video on the Python NumPy Library

onlinepythontutor

Visualize Python, Java, JavaScript, TypeScript, Ruby, C, and C++ code execution in your Web browser

oucml

pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

plotly_examples

Data Visualisation - plotly examples

prml

PRML algorithms implemented in Python

py

Repository to store sample python programs for python learning

pycon_time_series

PyCon 2017 tutorial on time series analysis

pydata-sf-2016-arima-tutorial

PyData San Francisco 2016 - ARIMA Tutorial

pykalman

Kalman Filter, Smoother, and EM Algorithm for Python

pyn4sid

A Python Implementation of the N4SID algorithm

python

Python code for YouTube videos.

python-1

:snake: Python Programs