Stars
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
The "Python Machine Learning (3rd edition)" book code repository
Generation of diagrams like flowcharts or sequence diagrams from text in a similar manner as markdown
Converts .py to .exe using a simple graphical interface
Papers from the computer science community to read and discuss.
📝A simple and elegant markdown editor, available for Linux, macOS and Windows.
Python programs, usually short, of considerable difficulty, to perfect particular skills.
newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs:
Python books free to read online or download
https://rust-lang-nursery.github.io/rust-cookbook
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Links, slide decks and other material for conference & meetup talks, podcast appearances and publications.
A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code
Linear Optimization Portfolio
Learn ML engineering for free in 4 months! Register here 👇🏼
Financial portfolio optimization in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity
Code for Tiny Python Projects (Manning, 2020, ISBN 1617297518). Learning Python through test-driven development of games and puzzles.
An efficient Python implementation of the Apriori algorithm.
Scipy 2019 JupyterLab tutorial
Day-wise Python Learning resources from basic concepts to advanced Python applications such as data science and Machine learning. It also includes cheat-sheets, references which are logged daily to…
This Jupyter Notebook illustrates investment portfolio optimization in Modern Portfolio Theory.
Blueprint/Boilerplate For Python Projects
Oh my tmux! My self-contained, pretty & versatile tmux configuration made with 💛🩷💙🖤❤️🤍
This a tutorial that shows various ways by which you can select rows and columns in Pandas