Colab Notebooks
===============

Colab Notebooks for **DeepSNAP**. DeepSNAP was used in the Stanford University `CS224W: Machine Learning with Graphs (Winter 2021) <https://web.stanford.edu/class/cs224w/>`_ colab homeworks. Some notebooks here are adopted and modified from CS224W `Colab 3 <https://colab.research.google.com/drive/1AjLbfuz9qXE5yglPOifUKhOHkzAuHmOF?usp=sharing>`_, `Colab 4 <https://colab.research.google.com/drive/1lrCeGtVgxRQMmNk3UEnxR1XtRfBD7elH?usp=sharing>`_ and `Colab 5 <https://colab.research.google.com/drive/1mDfmDvzIznQp0THLWDCQNBOw331l3Ks9?usp=sharing>`_.

.. contents::
    :local:

Homogeneous Graph
-----------------

1. `Node Classification with DeepSNAP <https://colab.research.google.com/drive/1tVS0fML6FnZSbArFQ711Lz8flYHliS1s?usp=sharing>`_
2. `Link Prediction with DeepSNAP <https://colab.research.google.com/drive/1ycdlJuse7l2De7wi51lFd_nCuaWgVABc?usp=sharing>`_
3. `Graph Classification with DeepSNAP <https://colab.research.google.com/drive/1EwPZXpmG1Sbbfkq1g8QJhpflXBCzaQJI?usp=sharing>`_
4. `Mini-batch Sampling with DeepSNAP <https://colab.research.google.com/drive/1rOr-vzrWtnVLhF2CYLbou2acOfjuw_fu?usp=sharing>`_
5. `Switching DeepSNAP Backend <https://colab.research.google.com/drive/1HcuCbOtOoNA55ehgymxYUZWEXcb-68i7?usp=sharing>`_

Heterogeneous Graph
-------------------

1. `Introduction to DeepSNAP Heterogeneous Graph <https://colab.research.google.com/drive/1wVGUfUno5Kgs2H-jEGFcm0EogN7DEd-w?usp=sharing>`_
2. `Heterogeneous Node Classification with DeepSNAP <https://colab.research.google.com/drive/1L-0kaLqeiT6lHhjHxAzP5sHIcb4b4e7G?usp=sharing>`_