IPL-UV / simpleR
A simple MATLAB regression toolbox
☆16Updated 2 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.☆40Updated 2 years ago
- MATLAB Active Learning Toolbox for Remote Sensing☆29Updated 7 years ago
- EnKF in Matlab for a system of two PDEs modeling burglar behavior (model of Short et al.)☆12Updated 6 years ago
- Analysis of various climatological times series using Continuous Wavelets Transform☆17Updated 7 years ago
- Python code for implementing the 4DEnVar Data Assimilation method and examples of use☆11Updated 9 months ago
- Nonlinear PCA for Spatio-Temporal Analysis of Earth Observation Data☆13Updated last year
- Optimal Multivariate-stratification Geographical Detector model☆14Updated 2 months ago
- Code repository for "Decomposition ensemble model based on variational mode decomposition and long short-term memory for streamflow forec…☆15Updated 5 years ago
- Source code to Rußwurm & Körner 2019. Self-Attention for Raw Optical Satellite Time Series Classification☆157Updated 6 months ago
- Regularized expectation maximization algorithm (Matlab code)☆27Updated 7 years ago
- Physics Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modelling☆23Updated 5 years ago
- MATLAB code for Relevance Vector Machine using SB2_Release_200.☆56Updated 2 years ago
- ☆16Updated 7 years ago
- Web Interface for Wind Speed Prediction☆19Updated last year
- Python interface to the ProSAIL leaf/canopy reflectance model☆24Updated last year
- Gaussian Process emulators in Python☆17Updated 5 years ago
- Polarimetric Synthetic Aperture Radar (PolSAR) Decomposition Modelling☆34Updated 4 years ago
- Convolutional Recurrent Neural Networks for Predicting Sea Ice Concentration in the Arctic☆14Updated 3 years ago
- Hyperspectral Processing Scripts for the HydReSGeo Dataset☆15Updated 3 years ago
- Source code for the publications on "a non-linear Granger-causality framework to investigate climate–vegetation dynamics", by Papagiannop…☆32Updated 4 years ago
- Code for implementing Extended Triple Collocation (ETC)☆11Updated 8 years ago
- ☆37Updated last year
- Markov Chain Monte Carlo acceleration by Differential Evolution☆22Updated 5 years ago
- Supplementary code for the paper "Landslide Susceptibility Modeling by Interpretable Neural Network"☆15Updated last year
- TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.☆17Updated 3 years ago
- Mixture Density Network for water constituent estimation☆41Updated 5 months ago
- A Bayesian Convolutional Neural Network for reconstructing GRACE TWSA signals☆16Updated 2 years ago
- ☆16Updated 7 months ago
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆26Updated 4 months ago
- Extension of ConvLSTM and Time-LSTM for irregularly spaced images, appropriate for Remote Sensing☆20Updated 4 years ago