All software

1Filter

Order by

Keywords

Program languages

Licenses

1-6 of 6

PDAF

PDAF - the Parallel Data Assimilation Framework is a software framework for interdisciplinary data assimilation. PDAF provides support for ensemble modeling and fully implemented data assimilation methods to merge models and observational data which let models learn from observations.

Atmospheric science
data assimilation
Earth & Environment
+ 9

Fortran
Shell
Makefile
+ 4

334

calibr8

calibr8 is a Python toolbox for likelihood-based calibration modeling and Bayesian inference. It supports uni- and multivariate problems, continuous & discrete distributions and includes ready to use models for many non-linear problems. It integrates with PyMC for advanced Bayesian inference.

Calibration
Data analysis
Earth & Environment
+ 4

Jupyter Notebook
Python

UQTestFuns

A Python3 library of uncertainty quantification (UQ) test functions

Benchmark
python
Software Testing
+ 1

Python
TeX

AutoPQ

Automated point forecast-based quantile forecasts

Energy
ESD
ESD - Topic 2
+ 3

Python

Lightning UQ Box

The lightning-uq-box is a PyTorch library that provides various Uncertainty Quantification (UQ) techniques for modern neural network architectures.

Deep Learning
python
uncertainty quantification

Python

PeakPerformance

PeakPerformance is a Python toolbox for estimating peak areas from mass-spectrometry or HPLC datasets under uncertainty. It applies Bayesian inference using the PyMC library to parametric models of peak curves.

Data analysis
Earth & Environment
mass spectrometry
+ 4

Python
TeX