pr-ml

[!NOTE] This project is primarily used as my handin for Pattern Recognition & Machine Learning course.

Ground-up implementations of the following methods for classifying MNIST dataset:

• Neural Network
• Linear SVM
• Kernel SVM

📥 Installation

Using binstall

cargo binstall pr-ml

Downloading from Releases

Navigate to the Releases page and download respective binary for your platform. Make sure to give it execute permissions.

Compiling from Source

cargo install pr-ml

💡 Examples

TODO

📖 Usage

TODO

🎉 Credits

• Backpropagation, intuitively | Deep Learning Chapter 3
• Backpropagation calculus | Deep Learning Chapter 4
• nalgebra - Linear algebra library for Rust
• Support vector machine - Wikiwand
• Learning: Support Vector Machines