.. AppOC documentation master file, created by
   sphinx-quickstart on Wed Apr  1 16:40:23 2026.
   You can adapt this file completely to your liking, but it should at least
   contain the root `toctree` directive.

AppOC documentation
===================


.. toctree::
   :maxdepth: 1
   :caption: Introduction

   notebooks/00_Introduccio

.. toctree::
   :maxdepth: 1
   :caption: Module 1: Machine Learning (ML)

   notebooks/01_ML/01_Introduccio
   notebooks/01_ML/02_Optimization
   notebooks/01_ML/03_Trees
   notebooks/01_ML/04_PCA





.. toctree::
   :maxdepth: 1
   :caption: Module 2: Neural Networks (MLP)

   notebooks/02_Xarxes/01_Introduccio
   notebooks/02_Xarxes/02_MLP_Scikit
   notebooks/02_Xarxes/03_MLP_Pytorch
   notebooks/02_Xarxes/04_Projecte
   notebooks/02_Xarxes/05_NetCDF_xarray


.. toctree::
   :maxdepth: 1
   :caption: Module 3: Temporal Series

   notebooks/03_Series/01_Introduccio
   notebooks/03_Series/02_Xarxes_Recurrents
   notebooks/03_Series/02_Students
   notebooks/03_Series/03_LSTM_GRU
   notebooks/03_Series/04_Projecte

.. toctree::
   :maxdepth: 1
   :caption: Module 4: Image Analysis

   notebooks/04_Images/01_Introduccio
   notebooks/04_Images/02_Image
   notebooks/04_Images/03_Detection_segmentation
   notebooks/04_Images/04_Projecte

.. toctree::
   :maxdepth: 1
   :caption: Module 5: Text

   notebooks/05_Text/01_LLM_Fundamentals
   notebooks/05_Text/02_Prompt_Engineering
   notebooks/05_Text/03_Tokenization
   notebooks/05_Text/04_Agents
   notebooks/05_Text/05_Evaluation_Limitations_of_LLMs