In this episode, our guest is Benedek Rozemberczki who is a Data Science Phd candidate at University of Edinburgh and also the owner of the github repo Karate Club where he implemented more than 30 scientific papers about Graphs and ML.

Karate Club:

https://github.com/benedekrozemberczki/karateclub

Papers on Graph Classification:

https://github.com/benedekrozemberczki/awesome-graph-classification

Papers on Node (Network) Embedding:

https://github.com/chihming/awesome-network-embedding

Papers on Graph Neural Networks:

https://github.com/naganandy/graph-based-deep-learning-literature

Papers on Graph Clustering:

https://github.com/benedekrozemberczki/awesome-community-detection

Deep Learning on Graphs:

https://pytorch-geometric.readthedocs.io/en/latest/ https://www.dgl.ai/

Graph Kernels:

https://github.com/jajupmochi/graphkit-learn

Datasets

https://snap.stanford.edu/ https://ls11-www.cs.tu-dortmund.de/staff/morris/graphkerneldatasets https://chrsmrrs.github.io/datasets/

 

---General Info--- About the host: Miklos Toth is a Machine Learning enthusiast who is also teaching Machine Learning and Deep Learning at international companies, working on various ML projects as an engineer.

About the co-host: Levente Szabados is a Deep tech leader, consultant, and manager with a special interest in artificial intelligence, cognitive sciences, data science, and deep learning. He is teaching various ML courses at the Frankfurt School of Finance and Management.

About the podcast: The podcast was created to serve the technical community with details of ML algorithms, use-cases. The episodes are recorded in Budapest, Hungary, Europe.

Website of the podcast: http://machinelearningcafe.org/ Host's LinkedIn: https://www.linkedin.com/in/miklostoth/ Co-Host LinkedIn: https://www.linkedin.com/in/levente-szabados-76334728/ Write an email to the host: [email protected] Equipment: On the host's side the show is recorded with Rode Procaster and with Roland Quad-Capture audio interface.

 

---Copyright Info--- Music is from https://filmmusic.io, intro first part is by Miklos Toth and some free garage band loops. :) intro second part: "Aces High" by Kevin MacLeod, outro "Acid Trumpet" by Kevin MacLeod (https://incompetech.com), License: CC BY (http://creativecommons.org/licenses/by/4.0/)