Alternatives and similar repositories for deep-early-warnings-pnas

Users that are interested in deep-early-warnings-pnas are comparing it to the libraries listed below

• ThomasMBury / ewstools
  Python package for early warning signals (EWS) of bifurcations in time series data.
  ☆89Updated this week
• japlatt / BasicReservoirComputing
  Implementation of a reservoir computer with functions to optimize the parameters and calculate the Lyapunov exponents
  ☆29Updated 3 years ago
• keisuke198619 / GraphDMD
  Dynamic mode decomposition with dependent structure among observables (Graph DMD)
  ☆13Updated 5 years ago
• ThomasSavary08 / Lyapynov
  Python package to compute Lyapunov exponents, covariant Lyapunov vectors (CLV) and adjoints of a dynamical systems.
  ☆18Updated last year
• andresantoro / RHOSTS
  Code associated with the paper 'Higher-order structure of multivariate time series' (https://www.nature.com/articles/s41567-022-01852-0)
  ☆43Updated 9 months ago
• PrinceJavier / causal_ccm
  Package implementing Convergent Cross Mapping for causality inference in dynamical systems
  ☆47Updated last year
• dg227 / NLSA
  Kernel methods for statistical modeling of dynamical systems
  ☆24Updated 5 months ago
• SugiharaLab / pyEDM
  Python package of EDM tools
  ☆131Updated last month
• eth-cscs / abcpy-models
  ☆13Updated 3 years ago
• danm0nster / xmap
  Convergent Cross-Mapping
  ☆21Updated 7 years ago
• networkinference / ARNI
  Algorithm for Revealing Network Interactions (ARNI) from nonlinear collective dynamics
  ☆26Updated 7 years ago
• pik-copan / pycascades
  Python framework for simulating tipping cascades on complex networks
  ☆29Updated 8 months ago
• dfloryan / neural-manifold-dynamics
  Reduced-order modelling using an atlas of charts
  ☆27Updated 2 years ago
• nickc1 / skccm
  Convergent Cross Mapping in Scikit Learn's style
  ☆98Updated 5 years ago
• NinelK / CopulaGP
  Copula-GP model
  ☆17Updated last year
• sdascoli / odeformer
  ☆63Updated 10 months ago
• bogeholm / pytisean
  Python wrapper for TISEAN
  ☆29Updated 8 years ago
• ThGaskin / NeuralABM
  Neural parameter calibration for multi-agent models. Uses neural networks to estimate marginal densities on parameters and networks
  ☆30Updated last month
• jajcayn / pygpso
  Gaussian-Processes Surrogate Optimisation in python
  ☆19Updated 4 years ago
• 0xshipthecode / ndw-climate
  ☆15Updated 11 years ago
• wesselb / gpar
  Implementation of the Gaussian Process Autoregressive Regression Model
  ☆67Updated 5 months ago
• cbueth / infomeasure
  Python package for calculating various information measures, including entropy, mutual information, transfer entropy, and more, with supp…
  ☆10Updated this week
• VSainteuf / mcssa
  Python implementation of Monte Carlo Singular Spectrum Analysis for univariate time series.
  ☆42Updated 2 years ago
• gouthamnaveen / CRPS
  A package to compute the Continuous Ranked Probability Score (crps) (Matheson and Winkler, 1976; Hersbach, 2000), the fair-crps (fcrps) (…
  ☆19Updated 2 years ago
• AaltoPML / spatiotemporal-graph-kernels
  The official implementation of Non-separable Spatio-temporal Graph Kernels via SPDEs.
  ☆16Updated 3 years ago
• ViniciusLima94 / pyGC
  Granger Causality library in python
  ☆38Updated 3 years ago
• josephbakarji / deep-delay-autoencoder
  Discovers high dimensional models from 1D data using deep delay autoencoders
  ☆34Updated 2 years ago
• mariodeflorio / AI-Lorenz
  ☆32Updated last year
• y-z-zhang / SBD
  A simple algorithm that finds a simultaneous block diagonalization of multiple matrices through the eigendecomposition of a single matrix…
  ☆16Updated 3 years ago
• gatsby-sahani / gp-sde
  ☆14Updated 2 years ago