mcadil Goto Github PK

apophenia

A C library for statistical and scientific computing

bayes_tutorial_2019

Introductory overview of Bayesian inference

calibre-web

:books: Web app for browsing, reading and downloading eBooks stored in a Calibre database

django_bobslist

The Bobs List Django project from my Udemy tutorial series

django_tut1

First Django project from my Udemy tutorial series

django_tut3

Third project from my Udemy Django tutorial series

enar_2019_tutorial

A Primer on Python for Statistical Programming and Data Science

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

jwst_tracker_rewritten

Rewriting my jwst_tracker script using a different method of getting the data.

machine-learning-books-with-python

Chapter by Chapter notes, exercises and code for a variety of machine learning books using Python

matplotlib

This is the cheat sheet Jupyter Notebook I made for my Matplotlib Learn in One Video Tutorial. I basically condensed the Matplotlib API down into this one cheat sheet with tons of examples.

numpy-tutorial

This is a cheat sheet I created for my NumPy learn in one tutorial.

pandas-tutorial

This is the cheat sheet Jupyter Notebook I made for my Pandas Learn in One Video Tutorial. I basically condensed the Pandas API down into this one cheat sheet with hundreds of examples. I hope you find it useful.

pandas-videos

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

plotly-tutorial

This Jupyter Notebook condenses the Plotly API into one easy to use document with examples

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

scipy2014_tutorial

Tutorial: Bayesian Statistical Analysis in Python

scipy2015_tutorial

Computational Statistics II Tutorial at SciPy 2015

seaborn

This is the Seaborn cheat sheet I made to go along with my Seaborn Tutorial Series

statsmodelsregressions

Linear Regressions with StatsModels Notebook for my Udemy Python Data Science Machine Learning Course

thinkstats2

Text and supporting code for Think Stats, 2nd Edition

timeseriesanalysis

Files for my Udemy course specifically on Time Series Analysis

volby

volbycz

whirlwindtourofpython

The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"

wxmedit

wxMEdit, a cross-platform Text/Hex Editor, an improved version of MadEdit