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Achievements

Achievement: Starstruckx3Achievement: Pull Sharkx3Achievement: Pair Extraordinairex2Achievement: Arctic Code Vault Contributor

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stefmolin/README.md

Stefanie Molin

Github Sponsor My website X (formerly Twitter) Follow BlueSky Follow LinkedIn Badge Buy Me a Coffee Ko-Fi

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

📜 My recent articles

👩‍💻 What I'm currently working on

  • stefmolin/build-your-own-simple-static-code-analyzer-talk - Slides for my PyCon Lithuania 2025 keynote "Build Your Own (Simple) Static Code Analyzer" (3 days ago)
  • stefmolin/docstringify - Flag missing docstrings and, optionally, generate them from signatures and type annotations. (4 days ago)
  • 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. (2 weeks ago)
  • stefmolin/exif-stripper - An easy-to-use tool to ensure image metadata (EXIF) is removed. (2 weeks ago)
  • sqlalchemy/sqlalchemy - The Database Toolkit for Python (1 month ago)

🔭 Latest releases I've contributed to

  • commitizen-tools/commitizen (v4.6.0, 2 weeks ago) - Create committing rules for projects 🚀 auto bump versions ⬆️ and auto changelog generation 📂
  • stefmolin/docstringify (0.5.1, 2 weeks ago) - Flag missing docstrings and, optionally, generate them from signatures and type annotations.
  • sqlalchemy/sqlalchemy (rel_2_0_40, 1 month ago) - The Database Toolkit for Python
  • stefmolin/exif-stripper (0.6.2, 2 months ago) - An easy-to-use tool to ensure image metadata (EXIF) is removed.
  • stefmolin/data-morph (0.3.0, 2 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.
GitHub Stats GitHub Streak

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  1. Hands-On-Data-Analysis-with-Pandas-2nd-edition Public

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

    Jupyter Notebook 622 1.5k

  2. pandas-workshop Public

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

    Jupyter Notebook 386 768

  3. stock-analysis Public

    Simple to use interfaces for basic technical analysis of stocks.

    Python 353 123

  4. python-data-viz-workshop Public

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

    Jupyter Notebook 259 358

  5. data-morph Public

    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 95 24

  6. exif-stripper Public

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

    Python 26 6