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A Julia package to perform Bifurcation Analysis

gpu pde codim2 floquet deflation hopf-point bifurcation continuation newton-krylov periodic-orbits bifurcation-diagram pseudo-arclength-continuation

Created 2019-01-23

1,558 commits to master branch, last one 7 days ago

11

105

gpl-3.0

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A Gated and Bifurcated Stacked U-Net Module for Document Image Dewarping

ssim dewarping bifurcation predictions deep-learning computer-vision neural-networks artificial-intelligence

Created 2020-07-16

38 commits to master branch, last one 3 years ago

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82

mit

6

Python package for early warning signals (EWS) of bifurcations in time series data.

ipynb python bifurcation forecasting time-series bootstrapping tipping-point visualization power-spectrum autocorrelation complex-systems critical-transitions early-warning-signals resilience-indicators early-warning-indicators

Created 2018-11-01

566 commits to main branch, last one 8 months ago

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79

cc-by-4.0

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Awesome list for Neural Network Optimization methods.

awesome bifurcation awesome-list continuation local-minima loss-surface optimization deep-learning generalization neural-network dynamical-systems convex-optimization curriculum-learning convergence-analysis non-convex-optimization

Created 2019-08-04

89 commits to master branch, last one 10 months ago

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other

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Repository to accompany the publication 'Deep learning for early warning signals of tipping points', PNAS (2021)

bifurcation deep-learning machine-learning dynamical-systems critical-transitions early-warning-signals

Created 2021-05-19

39 commits to main branch, last one 2 years ago