I'm a software engineer, author, and international speaker who helps people of all levelsimprove their computer science and data science skills.

• Becoming a Core Developer
• Mind Your Image Metadata
• Pre-Commit Hook Creation Guide
• A Behind-the-Scenes Look at How Pre-Commit Works
• Common Pre-Commit Errors and How to Solve Them

• stefmolin/stefmolin.github.io - My personal website (stefaniemolin.com). (2 days ago)
• pyladies/global-conference-2025 - PyLadiesCon 2025 Conference website (2 days ago)
• numpy/numpydoc - Numpy's Sphinx extensions (2 weeks ago)
• stefmolin/Hands-On-Data-Analysis-with-Pandas - Materials for following along with Hands-On Data Analysis with Pandas. (2 weeks ago)
• stefmolin/pandas-workshop - An introductory workshop on pandas with notebooks and exercises for following along. Slides contain all solutions. (4 weeks ago)

• stefmolin/exif-stripper (1.2.0, 1 month ago) - An easy-to-use tool to ensure image metadata (EXIF) is removed.
• sqlalchemy/sqlalchemy (rel_2_0_44, 1 month ago) - The Database Toolkit for Python
• stefmolin/docstringify (1.1.1, 4 months ago) - Flag missing docstrings and, optionally, generate them from signatures and type annotations.
• numpy/numpydoc (v1.9.0, 5 months ago) - Numpy's Sphinx extensions
• stefmolin/data-morph (0.3.1, 6 months ago) - 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.

PinnedLoading

1. Hands-On-Data-Analysis-with-Pandas-2nd-editionHands-On-Data-Analysis-with-Pandas-2nd-editionPublic

   Materials for following along with Hands-On Data Analysis with Pandas – Second Edition

   Jupyter Notebook 673 1.5k

2. pandas-workshoppandas-workshopPublic

   An introductory workshop on pandas with notebooks and exercises for following along. Slides contain all solutions.

   Jupyter Notebook 418 844

3. stock-analysisstock-analysisPublic

   Simple to use interfaces for basic technical analysis of stocks.

   Python 370 132

4. python-data-viz-workshoppython-data-viz-workshopPublic

   A workshop on data visualization in Python with notebooks and exercises for following along. Slides contain all solutions.

   Jupyter Notebook 268 375

5. data-morphdata-morphPublic

   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 teach…

   Python 132 24

6. exif-stripperexif-stripperPublic

   An easy-to-use tool to ensure image metadata (EXIF) is removed.

   Python 30 6