Generative Models

This repository contains implementations and tutorials for various generative and self-supervised learning (SSL) models. Each model is organized in its own subdirectory, and includes code, tutorials, and documentation.

Models Included

1. VAE (Variational Autoencoder)

   • A probabilistic model for unsupervised learning of latent representations.
   • Details and Code

2. SSL (Self-Supervised Learning) - SimSiam

   • A self-supervised learning model for learning representations without the need for negative pairs.
   • Details and Code

3. Diffusion Models (Coming Soon)

   • Advanced generative models that learn to denoise data in iterative steps.
   • Placeholder for future implementations.

Getting Started

1. Clone the repository:

   git clone https://github.com/ghazalehran/GenerativeModels.git
   cd GenerativeModels