https://github.com/joerg84/Graph_Powered_ML_Workshop

Material and Notebooks for the Graph Powered ML Workshop.
https://github.com/joerg84/Graph_Powered_ML_Workshop

Last synced: 15 days ago
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Material and Notebooks for the Graph Powered ML Workshop.

• Host: GitHub
• URL: https://github.com/joerg84/Graph_Powered_ML_Workshop
• Owner: joerg84
• Created: 2020-03-23T15:04:53.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2024-02-22T13:32:38.000Z (9 months ago)
• Last Synced: 2024-06-01T16:17:01.884Z (6 months ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 7.68 MB
• Stars: 96
• Watchers: 7
• Forks: 84
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Graph Powered Machine Learning

 

## Slides 

Slides can be  found [here](https://docs.google.com/presentation/d/1lNS5O4BqGrds6BK-Od1qEA730ZLd3jiLqWI-McgeT58).

## Tutorials

* [Graph Properties](https://colab.research.google.com/github/joerg84/Graph_Powered_ML_Workshop/blob/master/Graph_properties.ipynb)

* [SPARQL](https://colab.research.google.com/github/joerg84/Graph_Powered_ML_Workshop/blob/master/Sparql.ipynb)

* [Graph Queries](https://colab.research.google.com/github/joerg84/Graph_Powered_ML_Workshop/blob/master/Graphs_Queries.ipynb)

* [Graph Analytics]( https://colab.research.google.com/github/joerg84/Graph_Powered_ML_Workshop/blob/master/Graph_Analytics.ipynb)

* [Fraud Detection]( https://colab.research.google.com/github/joerg84/Graph_Powered_ML_Workshop/blob/master/Fraud_Detection.ipynb)

* [NetworkX](https://colab.research.google.com/github/joerg84/Graph_Powered_ML_Workshop/blob/master/NetworkX.ipynb)

* [Node2Vec & Embeddings](https://colab.research.google.com/github/joerg84/Graph_Powered_ML_Workshop/blob/master/Node2Vec.ipynb)

* [Building a GCN from scratch](https://colab.research.google.com/github/joerg84/Graph_Powered_ML_Workshop/blob/master/Basic_GCN.ipynb)

* [Deep Graph Library](https://colab.research.google.com/github/joerg84/Graph_Powered_ML_Workshop/blob/master/DGL.ipynb)

* [Metadata](https://colab.research.google.com/github/joerg84/Graph_Powered_ML_Workshop/blob/master/Metadata.ipynb)

## Exercises

The exercises can be found [here](https://github.com/joerg84/Graph_Powered_ML_Workshop/tree/master/excercises), please refer to slides for logistics.