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 2 weeks ago
• PrinceJavier / causal_ccm
  Package implementing Convergent Cross Mapping for causality inference in dynamical systems
  ☆46Updated last year
• keisuke198619 / GraphDMD
  Dynamic mode decomposition with dependent structure among observables (Graph DMD)
  ☆13Updated 5 years ago
• japlatt / BasicReservoirComputing
  Implementation of a reservoir computer with functions to optimize the parameters and calculate the Lyapunov exponents
  ☆30Updated 3 years ago
• andresantoro / RHOSTS
  Code associated with the paper 'Higher-order structure of multivariate time series' (https://www.nature.com/articles/s41567-022-01852-0)
  ☆43Updated 8 months ago
• SugiharaLab / pyEDM
  Python package of EDM tools
  ☆129Updated last week
• 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 3 weeks ago
• pik-copan / pycascades
  Python framework for simulating tipping cascades on complex networks
  ☆29Updated 7 months ago
• alan-turing-institute / mogp-emulator
  Package for fitting Gaussian Process Emulators to multiple output computer simulation results.
  ☆49Updated last year
• ThomasSavary08 / Lyapynov
  Python package to compute Lyapunov exponents, covariant Lyapunov vectors (CLV) and adjoints of a dynamical systems.
  ☆18Updated last year
• narayanps / NolinearTimeSeriesAnalysis
  The codes in the toolbox can be used to perform nonlinear time series analysis on single(or multi) channel data. This is done by mapping …
  ☆32Updated 4 years ago
• majianthu / copent
  R package for estimating copula entropy (mutual information), transfer entropy (conditional mutual information), and the statistic for mu…
  ☆42Updated 11 months ago
• JuliaDynamics / TransitionsInTimeseries.jl
  Transition Indicators / Early Warning Signals / Regime Shifts / Change Point Detection
  ☆21Updated 2 weeks ago
• nickc1 / skccm
  Convergent Cross Mapping in Scikit Learn's style
  ☆98Updated 4 years ago
• danm0nster / xmap
  Convergent Cross-Mapping
  ☆21Updated 6 years ago
• NinelK / CopulaGP
  Copula-GP model
  ☆17Updated last year
• FK83 / scoringRules
  scoring rules to evaluate probabilistic forecasts
  ☆61Updated 8 months ago
• dg227 / NLSA
  Kernel methods for statistical modeling of dynamical systems
  ☆24Updated 4 months ago
• ELIFE-ASU / PyInform
  A Python Wrapper for the Inform Information Analysis Library
  ☆53Updated 5 years ago
• tnagler / vinereg
  D-vine quantile regression
  ☆11Updated 4 months ago
• networkinference / ARNI
  Algorithm for Revealing Network Interactions (ARNI) from nonlinear collective dynamics
  ☆26Updated 7 years ago
• martinaragoneses / bma
  Routines for Bayesian Model Averaging.
  ☆33Updated 9 years ago
• JuliaEpi / MathEpiDeepLearning
  Awesome-spatial-temporal-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology…
  ☆31Updated 2 years ago
• gatsby-sahani / gp-sde
  ☆14Updated last year
• arthurpessa / ordpy
  A Python package for data analysis with permutation entropy and ordinal network methods.
  ☆103Updated last month
• SebastianCallh / neural-ode-weather-forecast
  How to train a neural ODE for time series/weather forecasting
  ☆37Updated 2 years ago
• hendersontrent / feature-set-comp
  Compares various time-series feature sets on computational performance, within-set structure, and between-set relationships.
  ☆11Updated 3 years ago
• VSainteuf / mcssa
  Python implementation of Monte Carlo Singular Spectrum Analysis for univariate time series.
  ☆42Updated 2 years ago
• eth-cscs / abcpy-models
  ☆12Updated 3 years ago