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Active 14d ago
Oakland CA

Jake Vanderplas

Top 9%
@jakevdp

Python ML & Data Science

Python Data Science Handbook. I made the complete Python Data Science Handbook available free as interactive notebooks.

49k

Wave Solver. I wrote a quantum particle simulator you can run in Python.

125

Matplotlib Tutorial. I wrote a basic tutorial for making charts and graphs.

9

AstroAuthorQuery. I made a Chrome extension for quick astronomy paper searches by author.

3

Altair Examples. I collected examples of charts built with real-world datasets.

92

Nufftpy. I wrote a pure Python version of a mathematical transform for uneven data.

70

Kdsphere. I built a search tool that finds nearby points on spherical data.

7

Python Lectures. I wrote a collection of Python lessons you can read through anytime.

24

Distance Measure. I wrote distance measurement tools for comparing data points.

21

Scikit-Learn Tutorial. I created a hands-on machine learning tutorial with interactive notebooks.

222

Scikit-learn Tutorial. I made an interactive tutorial teaching machine learning with real code examples.

167

Asteroid Visualization. I made interactive 3D visualizations of asteroid data for Scientific American.

9

Scikit-learn Tutorial. I made tutorials that teach machine learning from the ground up.

324

Scikit-learn Tutorial. I created tutorial materials teaching machine learning to thousands of developers.

890

Histogram Review. I wrote a review of histogram techniques and best practices.

3

State Data. I made a collection of US state data ready to combine and clean.

35

Lomb-Scargle Guide. I wrote a guide explaining how the Lomb-Scargle periodogram detects cycles.

93

Pythonic Perambulations. I built a blog platform that combines Python code with written essays.

92

Multiband Periodograms. I wrote code that finds hidden patterns in incomplete data.

32

Thesis. I wrote my PhD thesis on statistical methods for data analysis.

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