Machine Learning: Python Projects for Statsmodels and Scikit-Learn (2020)

Supervised and unsupervised learning implementations characterize this collection of projects by Defcon27, last updated in September 2020. The repository contains an unknown number of datasets and scripts for statistical modeling and exploratory data analysis using Python 3.

Use Cases

• Training supervised learning models using scikit-learn algorithms
• Generating exploratory data visualizations with seaborn and matplotlib
• Conducting statistical analysis using statsmodels functions

Strengths

• Includes implementations for both supervised and unsupervised learning
• Utilizes standard Python data science stack including pandas and numpy
• Contains exploratory data visualizations using seaborn and matplotlib

Limitations

• Unknown record count and column definitions
• No explicit license provided in the repository metadata
• Temporal staleness with the last update occurring in 2020

Provenance

Source

Defcon27

Freshness

Last updated September 2020; no evidence of ongoing maintenance.