Package implementing Convergent Cross Mapping for causality inference in dynamical systems
☆54Dec 1, 2023Updated 2 years ago
Alternatives and similar repositories for causal_ccm
Users that are interested in causal_ccm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Convergent Cross Mapping R package☆14Oct 6, 2013Updated 12 years ago
- Convergent Cross-Mapping☆22Jun 23, 2018Updated 7 years ago
- Convergent Cross Mapping in Scikit Learn's style☆101Jun 16, 2020Updated 5 years ago
- Python package of EDM tools☆144Updated this week
- Coelho, G. de A. et al. (2022) Potential Impacts of Future Extreme Precipitation Changes on Flood Engineering Design across the Contiguou…☆11Mar 30, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Quantification of global drought recovery probability based on Vine Copula☆19Jan 25, 2024Updated 2 years ago
- Filtered - PCMCI (F-PCMCI) causal discovery algorithm. Extension of the PCMCI causal discovery algorithm augmented with a feature selecti…☆27Jun 22, 2025Updated 9 months ago
- Code and models for the HESS paper on mass conservation and extrapolation with deep learning☆15Nov 11, 2022Updated 3 years ago
- Circular Statistics with Python.☆18Dec 2, 2025Updated 3 months ago
- Forest Fire Danger - Calculation of indices for forest fire risk assessment in weather and climate data☆35Feb 3, 2025Updated last year
- Estimate Hidden Markov Models (HMM) and Linear Dynamical Systems (LDS) from scratch (Dec 2021)☆17Dec 28, 2023Updated 2 years ago
- HydroAnalysis is a Python package to calculate indices and metrics useful in the everyday job of an hydrologist.☆11Mar 18, 2025Updated last year
- An interpretable framework for inferring nonlinear multivariate Granger causality based on self-explaining neural networks.☆80Apr 5, 2023Updated 2 years ago
- Automatically install WRF and WPS with GCC.☆40Sep 27, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆13Jan 6, 2023Updated 3 years ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆20Nov 18, 2022Updated 3 years ago
- Using ANN's to reveal changes in extreme events and internal variability in climate models☆13Feb 11, 2021Updated 5 years ago
- ☆11Apr 2, 2021Updated 4 years ago
- Jupyter notebook for pyEDM☆14Feb 5, 2025Updated last year
- Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences☆14Aug 18, 2022Updated 3 years ago
- Visualizing data to better monitor issues around food security☆14Nov 28, 2024Updated last year
- Causality-structured LSTM (source code of "Causality-Structured Deep Learning for Soil Moisture Predictions", Journal of Hydrometeorology…☆23Oct 3, 2022Updated 3 years ago
- This repository is used as a support for the paper "" (to be named)☆27Dec 8, 2021Updated 4 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Supporting code for Davenport and Diffenbaugh 2021☆14Sep 23, 2022Updated 3 years ago
- CMIP6 climate data extraction and treatment by multi-polygon shapefile using ESGF NetCDF and WORLDCLIM datasets☆11Sep 25, 2021Updated 4 years ago
- Python package for Granger causality test with nonlinear forecasting methods.☆91Mar 12, 2024Updated 2 years ago
- Collection of research papers on time series explainability☆31Mar 5, 2026Updated 3 weeks ago
- Repository for #30DayMapChallenge - 2021☆12Mar 14, 2022Updated 4 years ago
- The automated workflow for setting up SWAT Models presented in Chawanda et al., 2019 EMS☆25Oct 9, 2019Updated 6 years ago
- Granger causality discovery for neural networks.☆238Mar 9, 2021Updated 5 years ago
- Detection and Attribution framework in python using the Optimal Fingerprinting Approach (Hasselmann, 1993; Ribes et al. 2013)☆54Jan 22, 2020Updated 6 years ago
- Code and pretrained models accompanying the paper "Ensembling geophysical models using Bayesian Neural Networks"☆10Jul 11, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- 🗺️ To be able to discover, request and use aggregate imagery products based on landsat-8/9, Sentinel 2 and other sensors from within QG…☆18Feb 10, 2025Updated last year
- Example python scripts to detect flash drought events from gridded soil moisture data☆12Apr 6, 2024Updated last year
- A high-performance implementation of Empirical Dynamic Modeling (EDM)☆19Feb 25, 2026Updated last month
- An open-source package of causal feature selection and causal (Bayesian network) structure learning (C/C++ version)☆63Nov 17, 2020Updated 5 years ago
- Code central to the analysis reported by Walker et al. (2022) on the global potential for increased storage of carbon on land.☆18May 23, 2022Updated 3 years ago
- Awesome papers on Earth Observation (EO), Machine Learning (ML), and Causal Inference (CI) [Edward Elgar Publishing]☆12Jan 18, 2026Updated 2 months ago
- C++ library of EDM tools☆21Apr 5, 2024Updated last year