Metadata-Version: 2.4
Name: ambika-ml-package
Version: 0.1.2
Summary: Custom machine learning package with regression, PCA, KNN, neural networks
Author-email: Ambika <your_email@example.com>
License: MIT
Project-URL: Homepage, https://github.com/ambika3115/ambika_ml_package
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: matplotlib
Requires-Dist: scipy
Dynamic: license-file

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# 🚀 Ambika ML Package

A custom Machine Learning library built from scratch implementing core algorithms without using sklearn.

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## 📌 Features

- 📈 Linear Regression (OLS)
- 🔵 Ridge & Lasso Regression
- 📊 PCA (Eigen decomposition)
- 🔍 KNN Classifier (custom distance metrics)
- 🧠 Neural Network (Hebbian learning rule)
- ⚡ Perceptron (online learning)
- 📉 Custom metrics (MSE, R², Accuracy, etc.)
- 🧪 Full test suite with pytest

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## 📦 Installation

```bash
pip install ambika-ml-package
