nickc1 / skccmView external linksLinks
Convergent Cross Mapping in Scikit Learn's style
☆101Jun 16, 2020Updated 5 years ago
Alternatives and similar repositories for skccm
Users that are interested in skccm are comparing it to the libraries listed below
Sorting:
- Convergent Cross-Mapping☆21Jun 23, 2018Updated 7 years ago
- Causal inference in non-linear dynamics systems☆16Jun 20, 2017Updated 8 years ago
- Python package of EDM tools☆142Dec 7, 2025Updated 2 months ago
- C++ library of EDM tools☆21Apr 5, 2024Updated last year
- Empirical dynamic modeling in scikit-learn's style☆24Aug 15, 2017Updated 8 years ago
- Dynamical linear modeling (DLM) regression code for analysis of atmospheric time-series data.☆25Apr 21, 2020Updated 5 years ago
- This project provides an implementation of the Chow break test.☆10Jun 16, 2023Updated 2 years ago
- Scripts to calculate moment diagnostics for the stratospheric polar vortex☆14Dec 11, 2018Updated 7 years ago
- Reading HDF5 files with Zarr☆11Oct 5, 2021Updated 4 years ago
- Trajectory analysis software, that produces time height cross sections with residencte time clustered by surface type.☆12Aug 3, 2025Updated 6 months ago
- Jupyter notebook for pyEDM☆13Feb 5, 2025Updated last year
- Generalized DBSCAN☆12Apr 28, 2016Updated 9 years ago
- Explore the High-Resolution Rapid Refresh weather forecast output using Pyviz (hvplot and panel)☆15Jan 8, 2024Updated 2 years ago
- CausalDynamics: A large-scale benchmark for structural discovery of dynamical causal models☆26Oct 6, 2025Updated 4 months ago
- A set of GrADS functions in Python (hdivg, hcurl...)☆11May 19, 2021Updated 4 years ago
- explore the FV3 data for parameterization☆18Jan 7, 2025Updated last year
- Causal discovery for time series☆104Feb 23, 2022Updated 3 years ago
- A brief Julia tutorial☆14Oct 22, 2024Updated last year
- Data and code for paper 'Quantifying urban areas with multi-source data based on percolation theory' (RSE)☆16Feb 26, 2020Updated 5 years ago
- Matlab toolbox for dynamic linear models☆13Jul 7, 2021Updated 4 years ago
- Bootstrap Elastic net regression from Time Series is a vector-autoregressive approach to causal inference from gene expression time serie…☆20Jan 6, 2023Updated 3 years ago
- Python code for NeurIPS 2018 paper "Causal Inference and Mechanism Clustering of A Mixture of Additive Noise Models"☆24Aug 9, 2019Updated 6 years ago
- Unified Complex Network and Recurrence Analysis Toolbox☆222Jan 26, 2026Updated 2 weeks ago
- Open-Source MATLAB toolbox for transfer entropy estimation☆62Nov 22, 2017Updated 8 years ago
- Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series☆529Oct 1, 2021Updated 4 years ago
- Code for the paper: Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data☆222Mar 25, 2022Updated 3 years ago
- Methods to extract advective, diffusive, stochastic and active transport barriers from 2D and 3D data.☆28Jun 18, 2024Updated last year
- Frequency and time-frequency analysis for irregularly sampled time series☆25Sep 7, 2018Updated 7 years ago
- ☆27Jun 1, 2019Updated 6 years ago
- Source code for the Last Millennium Reanalysis (LMR) project☆34Jun 25, 2019Updated 6 years ago
- WRF Ensemble Management (USE EVAC)☆32Apr 9, 2018Updated 7 years ago
- Process Simulations Meet AI. Supercharge Your Process Engineering. Generate Infinite Data, Train Advanced Models, and Revolutionise Indus…☆11Oct 8, 2024Updated last year
- Python library for computing Finite-Amplitude Local Wave Activity Diagnostics from climate data.☆44Feb 2, 2026Updated last week
- A Python module implementing some standard algorithms used in nonlinear time series analysis☆191Mar 6, 2024Updated last year
- A simple barotropic model written in Python using the spharm package for spherical harmonics.☆31Apr 25, 2023Updated 2 years ago
- Helper functions for postprocessing and analysis of climate data. Also includes I/O routines, constants, and plotting helpers.☆37Jan 6, 2026Updated last month
- Tigramite is a time series analysis python module for linear and information-theoretic causal inference. Version 3.0 described in http://…☆33Apr 25, 2017Updated 8 years ago
- My recipes for doing continuous wavelet and biwavelet analysis.☆13Feb 4, 2022Updated 4 years ago
- EncryCore node reference implementation☆15Apr 2, 2020Updated 5 years ago