Highlights
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Approaching (Almost) Any Machine Learning Problem
openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system in 275+ supported cars.
Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol.
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Cracking the Coding Interview 6th Ed. Python Solutions
A collection of design patterns/idioms in Python
A database-backed work queue for Django
Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
Python Object Oriented Programming Cookbook, published by Packt
Building Django 2.0 Web Applications, published by Packt
A list of books 📚and articles 📝 for the discerning web developer to read.
Code repository for Node.js Design Patterns Second Edition, published by Packt
📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings
Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
Default risk prediction for Home Credit competition - Fast, scalable and maintainable SQL-based feature engineering pipeline
A WebGL accelerated JavaScript library for training and deploying ML models.
A crash course in six episodes for software developers who want to become machine learning practitioners.
Stenographer is a packet capture solution which aims to quickly spool all packets to disk, then provide simple, fast access to subsets of those packets. Discussion/announcements at stenographer@goo…
Python Data Science Handbook: full text in Jupyter Notebooks
A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.
Master programming by recreating your favorite technologies from scratch.