Examples Overview
=================

This page offers a curated selection of examples organized by **Modality**, **Task**, and **Type**, providing you with practical insights into Modlee’s capabilities. Each example allows you to explore different machine learning tasks, enhancing your understanding of how to leverage Modlee in real-world applications. Click on the "x" in the **Documentation** or **Recommendation** columns to access the available examples and deepen your knowledge of Modlee's powerful features.

.. list-table:: 
   :header-rows: 1
   :widths: 15 15 15 15

   * - **Modality**
     - **Task**
     - **Documentation**
     - **Recommendation**

   * - **Image**
     - Classification 
     - `x <notebooks/document.html>`__ 
     - `x <notebooks/recommend.html>`__
   * - 
     - Segmentation 
     - `x <notebooks/image_segmentation.html>`__
     - `x <notebooks/image_segmentation.html>`__
   * - 
     - Regression
     - `x <notebooks/image_regression.html>`__ 
     - 
   * - 
     - Image2Image
     - `x <notebooks/image_2_image.html>`__  
     - `x <notebooks/image_2_image.html>`__  

   * - **Tabular**
     - Classification 
     - `x <notebooks/tabular_classification_example.html>`__
     - `x <notebooks/tabular_classification_example.html>`__
   * - 
     - Regression
     - `x <notebooks/tabular_regression.html>`__ 
     - `x <notebooks/tabular_regression.html>`__ 
   * -  
     - Text Embeddings 
     - `x <notebooks/text_embeddings.html>`__
     - 
   * - 
     - Audio Embeddings 
     - `x <notebooks/audio_embeddings.html>`__
     - 
   * - 
     - Image Embeddings 
     - `x <notebooks/image_embeddings.html>`__
     - 

   * - **Time Series**
     - Forecasting 
     - `x <notebooks/time_series_forecasting.html>`__
     - 
   * - 
     - Classification
     - `x <notebooks/time_series_classification.html>`__ 
     - 
   * - 
     - Regression
     - `x <notebooks/time_series_regression.html>`__  
     - 
   * - **Text**
     - Classification 
     - `x <notebooks/text_classification.html>`__
     - `x <notebooks/text_classification.html>`__
   * - 
     - Regression
     - `x <notebooks/text_regression.html>`__ 
     - `x <notebooks/text_regression.html>`__ 
   * - 
     - Text2Text
     - `x <notebooks/text_2_text.html>`__ 
     - `x <notebooks/text_2_text.html>`__