All software
Tigramite
Tigramite is a python package for causal inference with a focus on time series data. It allows to efficiently estimate causal graphs from high-dimensional time series datasets (causal discovery) and to use graphs for the estimation and prediction of direct, total, and mediated effects.
- causal inference
- python
- time series analysis
- Jupyter Notebook
- Python
UQTestFuns
A Python3 library of uncertainty quantification (UQ) test functions
- Benchmark
- python
- Software Testing
- + 1
- Python
- TeX
CICMoD - A Climate Index Collection based on Model Data
The software provides a consistent and comprehensive collection of climate indices typically used to describe Earth System dynamics and serves as a new benchmark data set. It allows users to develop new machine learning methods and to compare their results to existing methods in an objective way.
- Earth & Environment
- FAIR Data
- Image processing
- + 1
- Jupyter Notebook
- Python
- Shell
- + 1
dCache
dCache is a system for storing and retrieving huge amounts of scientific data, distributed among a large number of heterogeneous server nodes, under a single virtual filesystem tree with a variety of standard access methods including NFSv4.1 (pNFS), FTP, WebDav and xroot.
- data managment
- FAIR Data
- Java
- JavaScript
- XSLT
- + 14
EnPT
The Environmental Mapping and Analysis Program (EnMAP) is a German hyperspectral satellite mission that aims at monitoring and characterising Earth’s environment on a global scale. EnMAP measures and models key dynamic processes of Earth’s ecosystems by extracting geochemical, biochemical and biophy
- Earth & Environment
- EnMAP
- Hyperspectral
- + 2
- Python
- Makefile
- Shell
Independent Parallel Particle Layer (IPPL)
IPPL is a C++ library to develop performance portable code for fully Eulerian, Lagrangian or hybrid Eulerian-Lagrangian methods. IPPL supports simulations in one to six dimensions, mixed precision, and asynchronous execution in different execution spaces (e.g. CPUs and GPUs).
- Computational Fluid Dynamics
- GPU
- High performance computing
- + 5
- C++
- TeX
- CMake
- + 3
PeriHub
PeriHub is a platform that provides a numerical implementation of the peridynamic theory. It is an extension of the open source Peridigm software. Peridynamics is a non-local theory that overcomes discontinuity problems of the classical theory of continuum mechanics.
- Data Visualization
- High performance computing
- Modelling
- + 2
- Python
- Vue
- TypeScript
- + 7
PostWRF
PostWRF is a bunch of interactive tools, written in NCL and Bash scripts, to visualize and post-process the WRF and ERA5 model outputs.
- NCL
- Shell
- Python
pydidas
Pydidas (Python diffraction data analysis suite) is a toolkit for the analysis of X-ray diffraction datasets. It is designed to be accessible also for domain scientists with little experience in diffraction data analysis. Pydidas includes a graphical user interface and a command line interface.
- SAXS
- WAXS
- X-ray diffraction analysis
- + 1
- Python
- Batchfile
- Makefile
- + 1
pyGMS
pyGMS: lithosphere-scale rheological analyses of GMS models with Python
- geophysics
- geothermal modeling
- GMS
- + 2
- Python
- Makefile
quapps
is a software package containing a collection of exemplary application implementations based on quark.
- Discrete Optimization
- Ising Problem
- Optimization Problem
- + 3
- Jupyter Notebook
- Python
- Shell
scanpy
Scanpy is a scalable toolkit for analyzing single-cell gene expression data built jointly with anndata. It includes preprocessing, visualization, clustering, and differential expression testing. The Python-based implementation efficiently deals with datasets of more than one million cells.
- bioinformatics
- Data analysis
- python
- Python
- R