BGT-M/spartan2-tutorials

Live-tutorials: Table of Contents

The package spartan are in spartan2, you need to install that packages before running those live tutorials.

   # install spartan using pip
   pip install spartan2

   # import spartan package
   import spartan as st

Part 1: Basic

• Quick start
• Tensor usage

Part 2: Big Graphs

• Graph start
• Eigenspokes: an implementation of SpokEn by truncating the principle sigular vector.
• SpecGreedy: based on SpecGreedy which won the best student DM paper award in ECML-PKDD2020.
• EagleMine
• Fraudar: a wrapper of Fraudar algorithm.
• HoloScope: based on HoloScope
• EigenPulse
• DPGS: a summarization method based on the configuration model
• FlowScope
• CubeFlow

Part 3: Time Series

• Time Series start
• Other operations
• beatlex: based on BeatLex
• beatgan: based on BeatGAN