All software
PtyLab.m/py/jl
A cross-platform, open-source inverse modeling toolbox for conventional and Fourier ptychography
- computational physics
- Data analysis
- Data Visualization
- + 10
- Jupyter Notebook
- Python
BioAutoML - Democratizing Machine Learning in Life Sciences
BioAutoML automatically runs an end-to-end ML pipeline that can be effectively employed by non-experts. BioAutoML does not require specialized human assistance, i.e., it only needs a training dataset of biological sequences (FASTA files) to perform an end-to-end ML experiment.
- Artificial Intelligence
- Big data
- BioAutoML
- + 3
- Jupyter Notebook
- Python
FAME
FAME is the open Framework for distributed Agent-based Modelling of Energy systems. Its purpose is supporting the rapid development and fast execution of complex agent-based energy system simulations.
- Agent-based Model
- framework
- Java
- + 2
- Python
- BibTeX
LiSSA
LiSSA: A Framework for Generic Traceability Link Recovery In software development and maintenance, numerous artifacts such as requirements and code are produced. LiSSA aims to provide a generic solution for Traceability Link Recovery (TLR) by utilizing LLMs in combination with RAG techniques.
- Large Language Model (LLM)
- Retrieval Augmented Generation (RAG)
- Traceability Link Recovery
- Java
- Python
MLAir
MLAir (Machine Learning on Air data) is an environment that simplifies and accelerates the creation of new machine learning (ML) models for the analysis and forecasting of meteorological and air quality time series.
- Python
- Shell
- Jupyter Notebook
- + 2
AiiDA-Spirit
AiiDA plugin for FAIR high-throughput spin-dynamics simulations with the Spirit code (http://spirit-code.github.io/).
- data managment
- Data Visualization
- FAIR Data
- + 5
- JavaScript
- Python
- HTML
- + 1
GMGPolar
GMGPolar is a geometric multigrid solver using implicit extrapolation to raise the convergence order. It is based on meshes in tensor- or product-format. GMGPolar's focus applications are geometries that can be described by polar or curvilinear coordinates for which suited smoothing is available.
- Energy
- Geometric Multigrid
- High performance computing
- + 5
- C++
- Python
- Shell
- + 3
JUBE
JUBE is a generic, lightweight, configurable environment to run, monitor and analyse application execution in a systematic way. This software is commonly used to execute benchmarks and complex workflows on High Performance Computers, but is not limited to these systems.
- Benchmark
- Benchmarking
- High performance computing
- + 5
- Python
- Shell
- C
KaMPIng - Karlsruhe MPI next generation
KaMPIng is a flexible and (near) zero-overhead C++ wrapper for MPI, covering the whole range of abstraction levels from low-level MPI calls to convenient STL-style bindings. This allows for both rapid prototyping and highly engineered distributed algorithms.
- C++
- High performance computing
- MPI
- + 1
- C++
- CMake
- Shell
- + 1
PedPy
PedPy is a Python library for the analysis of pedestrian movement data.
- pedestrian analysis
- pedestrian dynamics
- research software
- Pascal
- Python
- Jupyter Notebook
- + 1
Reflectorch
Reflectorch is a Python package for the analysis of X-ray and neutron reflectivity data using Pytorch-based neural networks. It provides fast simulation of reflectometry curves by GPU, parameterization via YAML configuration files, and prior-aware training.
- Machine learning
- neutron
- open source
- + 3
- Python
- TeX
- Dockerfile
SARvey - survey with SAR
Open-source InSAR time series analysis software developed within the project SAR4Infra. SARvey aims to analyze InSAR displacement time series for engineering applications.
- displacement
- engineering
- InSAR
- + 6
- Python
- Makefile
- Shell