Stars
A list of awesome beginners-friendly projects.
Roadmap to becoming an Artificial Intelligence Expert in 2022
100+ Python challenging programming exercises
Jupyter kernel for the Python programming language
A visual debugger for Jupyter notebooks, consoles, and source files
Sphinx extension for rendering of Jupyter interactive widgets.
A Sphinx Extension for Generating Jupyter Notebooks
Companion webpage to the book "Mathematics For Machine Learning"
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…
A searchable compilation of Kaggle past solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Flax is a neural network library for JAX that is designed for flexibility.
Helm Chart & Documentation for deploying JupyterHub on Kubernetes
This guide should help fellow researchers and hobbyists to easily automate and accelerate there deep leaning training with their own Kubernetes GPU cluster.
A curated list of data science blogs
rst documentation support using Pandoc and Sphinx to produce DOCX, PDF and HTML; reformat rst tables for vim
❄️ 🐳 Awesome tools and libs for AI, Deep Learning, Machine Learning, Computer Vision, Data Science, Data Analytics and Cognitive Computing that are baked in the oven to be Native on Kubernetes and …
Python implementation of elastic-net regularized generalized linear models