WillKoehrsen

Will Koehrsen Joined Feb 2016 4,660 followers View on GitHub

Stars: 13,507; across 67 public repos
Rank: #2,167; of 327,485 users, top 0.7%; Down 6 places this week

Repositories with 50+ stars

WillKoehrsen's repositories with their overall rank
Rank	Repository	Language	Stars
11,414	Data-Analysis Data Science Using Python	Jupyter Notebook	5,598
30,517	feature-selector Feature selector is a tool for dimensionality reduction of machine learning datasets	Jupyter Notebook	2,231
52,094	machine-learning-project-walkthrough An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to...	Jupyter Notebook	1,313
93,139	wikipedia-data-science Working with and analyzing Wikipedia Data	Jupyter Notebook	696
98,065	Machine-Learning-Projects Machine Learning Experiments and Work	Jupyter Notebook	657
100,447	hyperparameter-optimization Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms	Jupyter Notebook	641
122,042	automated-feature-engineering Automated feature engineering in Python with Featuretools	Jupyter Notebook	518
147,722	recurrent-neural-networks Learning about and doing projects with recurrent neural networks	Jupyter Notebook	417
163,860	ai-projects Artificial Intelligence projects, documentation and code.	Jupyter Notebook	371
166,704	Bokeh-Python-Visualization A Bokeh project developed for learning and teaching Bokeh interactive plotting!	Jupyter Notebook	364
467,911	probabilistic-programming Experimenting with and teaching probabilistic programming	Jupyter Notebook	105
533,037	Hands-On-Machine-Learning Contains Jupyter Notebooks/Resources provided by the author and my work on problem sets.	Jupyter Notebook	89

Among 327,485 users

10k–16k stars: 1,478 users, including WillKoehrsen

top 50%top 10%top 1%top 0.1%

Stars along the bottom, and users in each band on a log scale

Where the stars are

Data-Analysis 5.6k, 41%feature-selector 2.2k, 17%machine-learning-project-walkthrough 1.3k, 10%wikipedia-data-science 696, 5%Machine-Learning-Projects 657, 5%hyperparameter-optimization 641, 5%automated-feature-engineering 518, 4%

Smaller repos 507, 4%

recurrent-neural-networks 417, 3%ai-projects 371, 3%Bokeh-Python-Visualization 364, 3%probabilistic-programming 105, 1%Hands-On-Machine-Learning 89, 1%

Languages

Jupyter Notebook 13k stars, 96% · 12 repos

When they were made

12 repos with 50+ stars, made between 2017 and 2018

101001k10k machine-learning-project-walkthroughfeature-selectorData-Analysis

Quick stats

Next rank: +2 stars to reach #2,166
Next milestone: +36,175 stars to reach the top 0.1%
Public repos: 67, 12 with 50+ stars
Popular repos: 11 over 100 stars, 3 over 1k stars
Top repo: Data-Analysis, #11,414 of all repos, 41% of stars
Smaller repos: 507 stars from repos under 50