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A playbook for systematically maximizing the performance of deep learning models.

27,004 2,241 Updated Jun 18, 2024

The data science project used in my Datacamp course Unit Testing for Data Science in Python

Jupyter Notebook 141 107 Updated Jul 6, 2023

This is the pytorch implementation of the paper - Axiomatic Attribution for Deep Networks.

Python 181 26 Updated Mar 25, 2022

Research papers with annotations, illustrations and explanations

829 75 Updated Apr 10, 2021

The fastai book, published as Jupyter Notebooks

Jupyter Notebook 21,775 8,414 Updated Aug 16, 2024

NYU Deep Learning Spring 2020

Jupyter Notebook 6,691 2,221 Updated Sep 10, 2024