Machine Learning Projects From Scratch

A set of Machine Learning Projects developer from scratch. Serves as a Portfolio project.

🚧 In progress ...

Project	📘Description	🔑 Key Change	Link
Stable 1.0	Linear Regression model built from scratch: Input Features: 1 Output Features: 1 Loss: `MSE` (Mean Squared Error) Optimizer: None (manual gradient descent) Activation: `Linear`	None	Link
Stable 1.1	Linear Regression model built from scratch: Input Features: 1 Output Features: 1 Loss: `MSE` (Mean Squared Error) Optimizer: `Custom with Learning Rate Scheduler` Activation: `Linear`	A Custom Optimizer with a Learning Rate Scheduler. An automatic Weight Update	Link
Stable 1.2	Linear Regression model built from scratch: Input Features: 2 Output Features: 1 Loss: `MSE` (Mean Squared Error) Optimizer: `Custom Momuntum-based` Activation: `Linear`	Momentum Based Optimizer Multi Input: 2	Link
Stable 2.0	Linear Regression model built from scratch: Layers: 2 Input Features: 2 Output Features: 1 Loss: `MSE` (Mean Squared Error) Optimizer: `Adam` Activation: `ReLU`	Adam Optimizer ReLU Activation Multi-Layer Network Non-linear Problem	Link

Name		Name	Last commit message	Last commit date
Latest commit History 39 Commits
Main Structure		Main Structure
models		models
old-files		old-files
README.md		README.md