https://github.com/fl0wbar/rnn_clv
Compute Lyapunov exponents and Covariant-Lyapunov-Vectors of an RNN update trajectory
https://github.com/fl0wbar/rnn_clv
cocycle covariant-lyapunov-vectors dynamical-systems equivariance jacobian lstm lyapunov lyapunov-exponents lyapunov-vectors model-complexity model-dynamics oseledets-vectors pytorch qr-decomposition rnn rnn-dynamics stability svd
Last synced: 7 months ago
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Compute Lyapunov exponents and Covariant-Lyapunov-Vectors of an RNN update trajectory
- Host: GitHub
- URL: https://github.com/fl0wbar/rnn_clv
- Owner: fl0wbar
- License: mit
- Created: 2024-05-18T21:01:44.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-05-19T18:22:52.000Z (over 1 year ago)
- Last Synced: 2025-05-21T05:13:09.205Z (8 months ago)
- Topics: cocycle, covariant-lyapunov-vectors, dynamical-systems, equivariance, jacobian, lstm, lyapunov, lyapunov-exponents, lyapunov-vectors, model-complexity, model-dynamics, oseledets-vectors, pytorch, qr-decomposition, rnn, rnn-dynamics, stability, svd
- Language: Python
- Homepage:
- Size: 53.7 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0