avishapiro

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

datasharing

The Leek group guide to data sharing

fastai

The fastai deep learning library

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

capsule_networks

This is the code for "Capsule Networks: An Improvement to Convolutional Networks" by Siraj Raval on Youtube

odsceast17

kaggler-template

Template for data science competitions. Includes makefiles and Python scripts for feature engineering, cross validation, ensemble, etc.

quick-look-plugins

List of useful Quick Look plugins for developers

pyiso

Python client libraries for ISO and other power grid data sources.

pandas_exercises

Practice your pandas skills!

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

conda

A system-level, binary package and environment manager running on all major operating systems and platforms.

RISE

RISE: "Live" Reveal.js Jupyter/IPython Slideshow Extension

jupyter_environment_kernels

An Jupyter plugin to enable the automatic detection of conda and virtualenv environments as kernels.

dive-into-machine-learning

Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)