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-classification-wtf Public
Classification is basically a bunch of models whose whole job is to slap a “label” or “class” on new data
UpdatedNov 28, 2025 -
decision-tree-root Public
Why the very first feature in a decision tree is the only one that actually matters
UpdatedNov 28, 2025 -
logistic-regression-wtf Public
Logistic Regression in Classification – It’s still regression, but smarter
UpdatedNov 28, 2025 -
Why the same lazy algorithm works for both – it’s literally just average vs vote
UpdatedNov 28, 2025 -
jaccard-vs-f1 Public
Why “overall accuracy” is sometimes the dumbest metric you can pick
UpdatedNov 28, 2025 -
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# Why You’ll Never Build a Strong Model with the 9 Raw Features of the California Housing Dataset (6 Key Insights)
UpdatedNov 24, 2025 -
occams-razor-in-action Public
A dead-simple Python notebook that proves Occam’s Razor: a quadratic model performed worse than simple linear regression — even on perfectly linear data with noise.
UpdatedNov 24, 2025 -
regression-wtf Public
Why a Regression Coefficient Can Turn Negative When the Bivariate Relationship Is Clearly Positive?
UpdatedNov 24, 2025 -
face-detector-toturial Public
Build a Face Detection App with Python OOP — From Zero to Pro
UpdatedNov 23, 2025 -
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pandas-data-handler-for-ml Public
A Python-based data pipeline that fetches tennis data from an API, processes it into JSON, prepares it for machine learning using Pandas, and saves it as a CSV file.
Python MIT License UpdatedOct 20, 2025 -
auto_uploader Public
This is a simple Python script that keeps an eye on a folder on your computer and automatically syncs any changes
Python MIT License UpdatedOct 16, 2025