/unq-neural-networks

exercises of neural networks subject UNQ 2023s2

Primary LanguageJupyter NotebookMIT LicenseMIT

unq-neural-networks

TPs of neural networks subject UNQ 2023s2 in Jupyter Notebooks:

  1. Neural Network Intro TP01 - California Housing

  2. Classification Neural Network TP02 - Clasificación

  3. Multi-layer Neural Network TP03 - MNIST

  4. Latent space and embeddings TP04 - IMDB

  5. Recurrent Neural Network TP05 - Name Generation

  6. Convolutional Neural Network TP06 - Oxford Pets

  7. Attention and Transformers (BART Models) TP07 - CNN Daily Mail

  8. Large Language Models (LLM) TP08 - TREC Question Classification

  9. Image Generation and multi-modality TP09 - Diffusion Examples and SD LoRA

  10. Reinforcement Learning TP10 - Cart Pole