All software
kww: Kohlrausch-Williams-Watts function
Library to compute the Fourier-Laplace transform of the stretched exponential function.
- Math Library
- Numerics
- Special functions
- C
- CMake
- SWIG
- + 1
ILTpy
ILTpy is a python library for performing regularized inversion of one-dimensional or multi-dimensional data without non-negativity constraint. Primary applications include magnetic resonance (NMR, EPR), and electrochemical impedance spectroscopy (distribution of relaxation times; DRT).
- Distribution of Relaxation times
- DRT
- EPR
- + 7
- Python
- HTML
kramersmoyal
The Python package `kramersmoyal` provides functions to analyze stochastic drift-diffusion and discontinuous stochastic processes in observational and experimental data.
- Data analysis
- Drift-Diffusion
- Energy
- + 5
- Python
- TeX
LYNX
LYNX (Lithosphere dYnamics Numerical toolboX) is a novel numerical simulator for modelling thermo-poromechanical coupled processes driving the deformation dynamics of the lithosphere.
- damage rheology and porosity feedback
- Earth & Environment
- Explicit visco-elasto-plastic rheology
- + 1
- C++
- Assembly
- Makefile
- + 4
Copy-Paste Imputation (CPI) for Energy Time Series
This project provides a Python implementation of an imputation method for energy time series. The CPI method copies data blocks with similar characteristics and pastes them into gaps of the time series while preserving the total energy of each gap.
- Earth & Environment
- Energy
- ESD
- + 2
- Python
Album
A Platform for Replicable Science. Album is an open-source tool that simplifies sharing and running scientific workflows. With isolated environments, metadata for easy discovery, and cross-platform support, it ensures replicability. Designed for collaboration, it’s adopted by leading researchers.
- GUI
- Interactivity
- open source
- + 2
- Python
- Dockerfile
- Shell
MSS - Mission Support System
For discussion of the possibilites of research flights, the Mission Support System (MSS) was developed. This software helps to review a big amount of metereological and model data by viewing the forecasted parameters of interest along possible regions of a proposed flight path.
- Data Visualization
- Earth & Environment
- Flight Planning
- + 2
- Python
- HTML
- Shell
- + 1
Heat
Heat is a flexible and seamless open-source software for high performance data analytics and machine learning. It provides highly optimized algorithms and data structures for tensor computations using CPUs, GPUs and distributed cluster systems on top of MPI.
- CPU
- Data analysis
- Earth & Environment
- + 5
- Python
- Shell
- Dockerfile
cppTango
Tango Distributed Control System - C++ library TANGO is an object-oriented distributed control system. In TANGO all objects are representations of devices, which can be on the same computer or distributed over a network. Communication between devices can be synchronous, asynchronous or event driven.
- C++
- DCS - Distributed Control System
- SCADA - Supervisory Control and Data Acquisition
- C++
- CMake
- Python
- + 2
Julearn
Julearn aims to provide an easy-to-use but flexible interface to build predictive models with cross-validation (CV) consistent performance estimates. It poses as a solution accessible to domain experts without extensive ML training, enabling them to quickly fit and evaluate ML algorithms.
- Machine learning
- Neuroimaging
- python
- Python
LiberTEM
LiberTEM is an open source platform for high-throughput distributed processing of large-scale binary data sets and live data streams using a stream-based programming model. The current focus is pixelated scanning transmission electron microscopy (4DSTEM) and scanning electron beam diffraction data.
- 4D STEM
- electron microscopy
- high-throughput
- + 3
- Python
- TypeScript
- JavaScript
- + 6
SaQC
A consistent, extensible, easy-to-use tool/framework for reproducible quality control of time series data.
- Data analysis
- Earth & Environment
- Quality control
- + 1
- Python