IPL-UV / simpleR
A simple MATLAB regression toolbox
☆16Updated 3 years ago
Alternatives and similar repositories for simpleR:
Users that are interested in simpleR are comparing it to the libraries listed below
- Python implementation of Monte Carlo Singular Spectrum Analysis for univariate time series.☆41Updated 2 years ago
- Analysis of various climatological times series using Continuous Wavelets Transform☆17Updated 7 years ago
- Regularized expectation maximization algorithm (Matlab code)☆27Updated 7 years ago
- Gaussian Process emulators in Python☆17Updated 5 years ago
- EnKF in Matlab for a system of two PDEs modeling burglar behavior (model of Short et al.)☆12Updated 6 years ago
- Physics Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modelling☆23Updated 5 years ago
- Markov Chain Monte Carlo acceleration by Differential Evolution☆22Updated 5 years ago
- Optimal Multivariate-stratification Geographical Detector model☆15Updated 3 months ago
- A Bayesian Convolutional Neural Network for reconstructing GRACE TWSA signals☆16Updated 2 years ago
- Python code for implementing the 4DEnVar Data Assimilation method and examples of use☆11Updated 10 months ago
- Causality-structured LSTM (source code of "Causality-Structured Deep Learning for Soil Moisture Predictions", Journal of Hydrometeorology…☆18Updated 2 years ago
- Convolutional Recurrent Neural Networks for Predicting Sea Ice Concentration in the Arctic☆14Updated 3 years ago
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆26Updated 5 months ago
- Python code for data assimilation methods☆45Updated 2 years ago
- Code for implementing Extended Triple Collocation (ETC)☆11Updated 9 years ago
- MATLAB code for Relevance Vector Machine using SB2_Release_200.☆56Updated 2 years ago
- Implementation of Dabrowski et. al., "Bayesian Physics Informed Neural Networks for Data Assimilation and Spatio-Temporal Modelling of Wi…☆18Updated 10 months ago
- The Snow, Ice, and Aerosol Radiative Model (SNICAR) version 3☆14Updated 3 years ago
- A library designed to implement deep learning algorisms to climate data for weather and climate prediction.☆20Updated 2 years ago
- MCMC, Differential Evolution Markov Chain, Ensemble Kalman filter, Approximate Bayesian Computing-Population Monte Carlo, and modeling av…☆36Updated 9 years ago
- ☆22Updated 4 years ago
- ☆44Updated 2 years ago
- Source code for the publications on "a non-linear Granger-causality framework to investigate climate–vegetation dynamics", by Papagiannop…☆32Updated 5 years ago
- Polarimetric Synthetic Aperture Radar (PolSAR) Decomposition Modelling☆34Updated 4 years ago
- fill the GRACE gap using novel Transformer method☆11Updated 2 months ago
- Standalone Multi-mission Altimetry Processor Fully Focused SAR☆17Updated 2 years ago
- Matlab library of data assimilation methods☆18Updated 8 years ago
- Code repository for "Decomposition ensemble model based on variational mode decomposition and long short-term memory for streamflow forec…☆15Updated 5 years ago
- Dynamic landslide susceptibility assessment using InSAR techniques☆23Updated last year
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆15Updated last year