Pinned Repositories
airline-market-share-analysis
Blog post for OpenDataScience.com showing how to create a pivot table and stacked bar visualization of airline market share.
data-morph
Morph an input dataset of 2D points into select shapes, while preserving the summary statistics to a given number of decimal points through simulated annealing. It is intended to be used as a teaching tool to illustrate the importance of data visualization.
exif-stripper
An easy-to-use tool to ensure image metadata (EXIF) is removed.
Hands-On-Data-Analysis-with-Pandas
Materials for following along with Hands-On Data Analysis with Pandas.
Hands-On-Data-Analysis-with-Pandas-2nd-edition
Materials for following along with Hands-On Data Analysis with Pandas – Second Edition
login-attempt-simulator
Simulation of regular login activity on a site and random activity from a hacker using a brute-force password guessing attack.
ml-utils
Machine learning utility functions and classes.
pandas-workshop
An introductory workshop on pandas with notebooks and exercises for following along. Slides contain all solutions.
python-data-viz-workshop
A workshop on data visualization in Python with notebooks and exercises for following along. Slides contain all solutions.
stock-analysis
Simple to use interfaces for basic technical analysis of stocks.
stefmolin's Repositories
stefmolin/Hands-On-Data-Analysis-with-Pandas-2nd-edition
Materials for following along with Hands-On Data Analysis with Pandas – Second Edition
stefmolin/pandas-workshop
An introductory workshop on pandas with notebooks and exercises for following along. Slides contain all solutions.
stefmolin/stock-analysis
Simple to use interfaces for basic technical analysis of stocks.
stefmolin/python-data-viz-workshop
A workshop on data visualization in Python with notebooks and exercises for following along. Slides contain all solutions.
stefmolin/data-morph
Morph an input dataset of 2D points into select shapes, while preserving the summary statistics to a given number of decimal points through simulated annealing. It is intended to be used as a teaching tool to illustrate the importance of data visualization.
stefmolin/exif-stripper
An easy-to-use tool to ensure image metadata (EXIF) is removed.
stefmolin/pre-commit-workshop
"(Pre-)Commit to Better Code" workshop
stefmolin/website
Repository for the EuroPython 2022+ website.
stefmolin/data-morph-talk
Slides for my talk "Data Morph: A Cautionary Tale of Summary Statistics"
stefmolin/eda-polars-way
Tutorial: Exploratory Data Analysis, the Polars Way
stefmolin/getting-started-with-open-source-talk
Slides for my talk "Getting Started with Open Source Contributions"
stefmolin/pre-commit-example
Example repository for article on setting up pre-commit hooks.
stefmolin/python-package-guide
scientific Python package recommendations & guidance curated by pyOpenSci
stefmolin/stefmolin
stefmolin/stefmolin.github.io
My personal website (stefaniemolin.com).
stefmolin/.github
Default community health files for my repositories.
stefmolin/awesome-pyladies-blogs
👩💻 Repository with Awesome PyLadies' blogs
stefmolin/click
Python composable command line interface toolkit
stefmolin/comments
Repository for giscus-powered comments on my website.
stefmolin/commitizen
Create committing rules for projects :rocket: auto bump versions :arrow_up: and auto changelog generation :open_file_folder:
stefmolin/data-morph-ai-feedstock
A conda-smithy repository for data-morph-ai.
stefmolin/filename-validation
Pre-commit hooks for validating filenames.
stefmolin/gh-action-sigstore-python
A GitHub Action for sigstore-python
stefmolin/jinja
A very fast and expressive template engine.
stefmolin/mypy
Optional static typing for Python
stefmolin/numpydoc
Numpy's Sphinx extensions
stefmolin/packaging.python.org
Python Packaging User Guide
stefmolin/planet
Configuration for Python planets (e.g. http://planetpython.org)
stefmolin/pre-commit.com
stefmolin/sphinx-design
A sphinx extension for designing beautiful, screen-size responsive web components.