machine_learning_basics

Plain python implementations of basic machine learning algorithms

interpretable-ml-article

Code examples for my Interpretable Machine Learning Blog Series

data-science-tutorial

Code material for a data science tutorial

predicting-activity-by-machine-learning

Activity From Virtual Screening Code Repository

stat451-machine-learning-fs20

STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020)

code-vault

Collection of useful notebooks and snippets

Bootcamp

A collection of tutorials and resources for data science and machine learning

colab-snippets

Snippets of useful code in Colaboratory

DataQuest

Data Science Massive Open Online Course: All the code, notes and supplementary materials generate...

machine-learning-minis

Minimalistic example code for various machine learning and deep learning topics

Machine-Learning-Algorithms-From-Scratch

A collection of commonly used machine learning algorithms implemented in Python/Numpy

code_snippets

pandas-guides

Detailed notes and codes on learning pandas quickly for machine learning.

Machine_Learning_Code_Implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

NoteBooks-Statistics-and-MachineLearning

Jupyter Notebooks from the old UnsupervisedLearning.com (RIP) machine learning and statistics blog