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1. Perceptual-Latent-Representations-World-Model Perceptual-Latent-Representations-World-Model Public

   Jupyter Notebook

2. Text-To-Image-Diffusion-Model Text-To-Image-Diffusion-Model Public

   Text to image diffusion model from scratch with Tiny ImageNet dataset, Pytorch and Web interface for image generation.

   Python

3. AI-Super-Mario-DQL- AI-Super-Mario-DQL- Public

   Train an AI agent to play Super Mario using Deep Q-Learning in an interactive, self-explanatory Jupyter Notebook. Explore environment preprocessing, a CNN-based model, and DQN training in real time.

   Jupyter Notebook 1

4. Weather-forecasting-with-Recurrent-Neural-Networks Weather-forecasting-with-Recurrent-Neural-Networks Public

   Forecast future weather conditions by comparing multiple deep learning architectures (DNN, CNN+DNN, LSTM, GRU, and Attention LSTM) on the Jena Climate Dataset. This interactive notebook delivers da…

   Jupyter Notebook 2

5. RPN-Fine-Tuning-for-People-Detection RPN-Fine-Tuning-for-People-Detection Public

   Fine-tune a Region Proposal Network (RPN) for real-time people detection using the Penn-Fudan dataset, PyTorch, and OpenCV—all in one comprehensive Jupyter Notebook designed for hands-on learning.

   Jupyter Notebook

6. World-Model-2018 World-Model-2018 Public

   Modern PyTorch implementation of World Models with interactive notebooks for the Car Racing environment. Features VAE vision model, MDN-RNN memory system, and CMA-ES controller with visualization t…

   Jupyter Notebook 4 1