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.
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.
python-data-viz-workshop
A workshop on data visualization in Python with notebooks and exercises for following along.
SCOPE-Anomaly-Detection-Case-Study
Case study on rules-based and machine learning models for anomaly detection used in SCOPE alerts.
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/Hands-On-Data-Analysis-with-Pandas
Materials for following along with Hands-On Data Analysis with Pandas.
stefmolin/pandas-workshop
An introductory workshop on pandas with notebooks and exercises for following along.
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.
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.
stefmolin/exif-stripper
Pre-commit hook to ensure image EXIF data is removed.
stefmolin/matplotlib
matplotlib: plotting with Python
stefmolin/pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
stefmolin/sqlalchemy
The Database Toolkit for Python
stefmolin/stefmolin.github.io
My website.
stefmolin/awesome-pyladies-blogs
👩💻 Repository with Awesome PyLadies' blogs
stefmolin/celery
Distributed Task Queue (development branch)
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/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/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/polars
Dataframes powered by a multithreaded, vectorized query engine, written in Rust
stefmolin/pre-commit-example
Example repository for article on setting up pre-commit hooks.
stefmolin/pre-commit.com
stefmolin/pytest
The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
stefmolin/test