Avi Shapiro's starred repositories
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
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
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
pandas_exercises
Practice your pandas skills!
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.)