https://github.com/brunoocs/weather-forecasting-with-recurrent-neural-networks

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 data-driven insights and visualizations.

Last synced: 22 Jul 2025

https://github.com/brunoocs/perceptual-latent-representations-world-model

Last synced: 19 Jul 2025

https://github.com/brunoocs/ai-super-mario-dql-

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.

Last synced: 16 May 2025

https://github.com/brunoocs/text-to-image-diffusion-model

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

Last synced: 16 May 2025

https://github.com/brunoocs/world-model-2018

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 tools. Complete end-to-end reinforcement learning pipeline with clean, well-documented code.

cma-es mdn pytorch rnn world-models

Last synced: 04 May 2026