Bayesian Triple Collocation

Python implementation of Bayesian Triple Collocation for estimating complex, non-constant error structures

Example

This script contains a basic example of a time-constant error structure

Python >= 3.5 with pyMC3.1 and compatible versions of Theano, NumPy, Scipy; dill

Feedback, ideas and contributions are greatly appreciated.

This project is licensed under the ECL-2.0 license - see the LICENSE.md file for details

Name		Name	Last commit message	Last commit date
Latest commit History 23 Commits
simulation_scripts		simulation_scripts
.gitignore		.gitignore
LICENSE.md		LICENSE.md
README.md		README.md
input_output.py		input_output.py
model_inference.py		model_inference.py
model_setup.py		model_setup.py
normalize_weights.py		normalize_weights.py
simulate_product.py		simulate_product.py
simulate_soil_moisture_smap.py		simulate_soil_moisture_smap.py
simulation_analysis.py		simulation_analysis.py
spline_predictors.py		spline_predictors.py