Machine Learning

A comprehensive repository of machine learning, mathematical methods, and computational notebooks — including fundamental algorithms, linear algebra, neural networks, and applied projects such as fake news detection.

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📁 Repository Structure

Machine-Learning/
├─ Fake-News-Detector/
│  ├─ template/
│  ├─ index.html
│  ├─ result.html
│  ├─ app.py
│  └─ test/
│
├─ Mathematical-Methods/
│  ├─ Linear Algebra/
│  │  ├─ Backpropagation.ipynb
│  │  ├─ GramSchmidtProcess.ipynb
│  │  ├─ Identifying Special Matrices.ipynb
│  │  ├─ Inner products & angles.ipynb
│  │  └─ Test/
│  │
│  ├─ Machine Learning/
│  │  ├─ K-nearest Neighbors Algorithm.ipynb
│  │  ├─ Page Rank.ipynb
│  │  └─ Test/
│  │
│  ├─ Miscellaneous/
│  │  ├─ Reflecting Bear.ipynb
│  │  └─ Test/
│  │
│  ├─ Neural Networks/
│  │  ├─ Fitting the distribution of helices.ipynb
│  │  └─ Test/
│  │
│  └─ Test/
│
├─ README.md
└─ test/