https://github.com/remigenet/SigKAN

SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series
https://github.com/remigenet/SigKAN

kolmogorov-arnold-networks rough-paths signature temporal tensorflow2 time-series

Last synced: 5 months ago
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SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series

• Host: GitHub
• URL: https://github.com/remigenet/SigKAN
• Owner: remigenet
• License: other
• Created: 2024-06-15T10:36:45.000Z (10 months ago)
• Default Branch: main
• Last Pushed: 2024-11-24T17:48:12.000Z (5 months ago)
• Last Synced: 2024-12-03T15:50:52.869Z (5 months ago)
• Topics: kolmogorov-arnold-networks, rough-paths, signature, temporal, tensorflow2, time-series
• Language: Python
• Homepage:
• Size: 55.7 MB
• Stars: 36
• Watchers: 2
• Forks: 7
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-kan - SigKAN - Weighted Kolmogorov-Arnold Networks tensorflow 2.x layer implementations, based on iisignature |  (Library / Theorem)