https://github.com/barahona-research-group/dhsic_ts
Higher order interactions python package
Science Score: 23.0%
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✓DOI references
Found 3 DOI reference(s) in README -
✓Academic publication links
Links to: arxiv.org, zenodo.org -
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Low similarity (4.4%) to scientific vocabulary
Last synced: 10 months ago
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Repository
Higher order interactions python package
Basic Info
- Host: GitHub
- Owner: barahona-research-group
- Language: Python
- Default Branch: master
- Size: 248 MB
Statistics
- Stars: 3
- Watchers: 2
- Forks: 1
- Open Issues: 0
- Releases: 1
Created over 4 years ago
· Last pushed over 2 years ago
Metadata Files
Readme
README.md
Kernel-based Joint Independence Tests for Multivariate Stationary and Nonstationary Time-Series
This is a python package developed to determine the joint independence in time series data using Kernel method. The preprint can be accessed here: https://arxiv.org/abs/2305.08529.
The notebooks in the examples directory contain the processing of the data and the implementation of the tests.
Owner
- Name: Barahona Research - Applied Math - Imperial
- Login: barahona-research-group
- Kind: organization
- Email: m.barahona@imperial.ac.uk
- Website: https://scholar.google.co.uk/citations?user=weulBoAAAAAJ&hl=en
- Repositories: 9
- Profile: https://github.com/barahona-research-group
Research codes developed in the Barahona research group - Department of Mathematics - Imperial College London
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