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class-toolkit

If a function works on more than one project or lab, it will probably work in tons of data science applications. Use this repository to organize such useful functions for yourself and the entire class community.

covid-19_symptoms_and_predictions

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

lightning-flash

Collection of tasks for fast prototyping, baselining, finetuning and solving problems with deep learning.

madgrad

MADGRAD Optimization Method

peteryonka.github.io

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

quoth_the_raven

randomforest-hackathon

reddit_white_and_blue

workshop

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker