Alternatives and similar repositories for xmap

Users that are interested in xmap are comparing it to the libraries listed below

• nickc1 / skccm
  Convergent Cross Mapping in Scikit Learn's style
  ☆101Updated 5 years ago
• PrinceJavier / causal_ccm
  Package implementing Convergent Cross Mapping for causality inference in dynamical systems
  ☆52Updated 2 years ago
• sweichwald / tidybench
  TIme series DiscoverY BENCHmark (tidybench)
  ☆38Updated last year
• angelikipapana / PTE-variants
  Estimation of Transfer Entropy, Partial Transfer Entropy and variants of Partial Transfer Entropy
  ☆15Updated 2 years ago
• ViniciusLima94 / pyGC
  Granger Causality library in python
  ☆38Updated 4 years ago
• notsebastiano / transfer_entropy
  Transfer Entropy between two time series - Implementation in Python
  ☆50Updated 10 months ago
• SugiharaLab / pyEDM
  Python package of EDM tools
  ☆141Updated last month
• distributed-information-bottleneck / distributed-information-bottleneck.github.io
  A repository for using the distributed information bottleneck to locate information in data
  ☆17Updated last year
• NinelK / CopulaGP
  Copula-GP model
  ☆16Updated 2 years ago
• sakhanna / SRU_for_GCI
  Statistical Recurrent Unit based time series generative models for detecting nonlinear Granger causality
  ☆35Updated 5 years ago
• hichamjanati / mutar
  Multi-task regression in Python
  ☆25Updated 4 years ago
• pwollstadt / IDTxl
  The Information Dynamics Toolkit xl (IDTxl) is a comprehensive software package for efficient inference of networks and their node dynami…
  ☆286Updated last month
• ThomasMBury / deep-early-warnings-pnas
  Repository to accompany the publication 'Deep learning for early warning signals of tipping points', PNAS (2021)
  ☆61Updated last month
• majianthu / transferentropy
  Code for the paper "Estimating Transfer Entropy via Copula Entropy"
  ☆43Updated 2 years ago
• i6092467 / GVAR
  An interpretable framework for inferring nonlinear multivariate Granger causality based on self-explaining neural networks.
  ☆79Updated 2 years ago
• wesselb / gpar
  Implementation of the Gaussian Process Autoregressive Regression Model
  ☆69Updated last year
• mariogutierrezroig / smite
  Python module for computing Symbolic Mutual Information and symbolic Transfer of Entropy
  ☆14Updated 7 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)
  ☆44Updated last year
• trentool / TRENTOOL3
  Open-Source MATLAB toolbox for transfer entropy estimation
  ☆62Updated 8 years ago
• gatsby-sahani / gp-sde
  ☆15Updated 2 years ago
• Rose-STL-Lab / MCD
  Implementation of the ICML 2024 paper "Discovering Mixtures of Structural Causal Models from Time Series Data"
  ☆24Updated 6 months ago
• ContextLab / timecorr
  Estimate dynamic high-order correlations in multivariate timeseries data
  ☆41Updated 6 months ago
• pik-copan / pyunicorn
  Unified Complex Network and Recurrence Analysis Toolbox
  ☆221Updated last month
• patrk / pyPTE
  Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy
  ☆26Updated last year
• Shai128 / oqr
  Orthogonal Quantile Regression
  ☆12Updated 4 years ago
• bartbussmann / NAVAR
  ☆15Updated 2 years ago
• BruntonUWBio / STIMD
  ☆11Updated 7 years ago
• jamesross2 / Bayesian-HMM
  A non-parametric Bayesian approach to Hidden Markov Models
  ☆86Updated 2 years ago
• tobias-freidling / hsic-lasso-psi
  Post-selection inference based on truncated Gaussians for the HSIC-Lasso feature selection procedure
  ☆10Updated 4 years ago
• marcbrittain / Transfer_Entropy
  ☆12Updated 7 years ago