All software
JuPedSim
JuPedSim is a framework designed to support students and researchers in investigating pedestrian dynamics and conducting research related to the development and validation of new models or model features. It enables the analysis of experiments and facilitates the proper visualization of results.
- Information
- Modeling
- open source
- + 3
- Python
- C++
- Jupyter Notebook
- + 3
hypersonic-effects
A Python package to model radiative response to various aircraft emissions at different altitudes and latitudes. The model combines empirical emission sensitivities with linear interpolation to estimate total radiative effects.
- aircraft
- Earth & Environment
- Earth System Modelling
- + 3
- Jupyter Notebook
- Python
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
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
SimCATS
Simulation of CSDs for Automated Tuning Solutions (SimCATS) is a python framework for simulating charge stability diagrams (CSDs) typically measured during the tuning process of qubits.
- open source
- python
- Quantum Dots
- + 1
- Jupyter Notebook
- Python
stream2segment
A Python library and command line application to download, process and visualize event-based seismic waveform segments, specifically designed to manage big volumes of data
- Big data
- data managment
- Data Visualization
- + 5
- Python
- Jupyter Notebook
- HTML
- + 1
ELECTRODE
ELECTRODE extends the atomistic simulation tool LAMMPS to model different types of electrochemical situations. Simulations are performed at constant potential or constant charge using different approaches to control potential or charge at the electrodes.
- Constant Potential Method
- Electrochemistry
- Molecular Dynamics
- C++
- Tcl
- C
- + 26
METABOLATOR
Analysis of Microcalorimetric Metabolic Data Using Monod's Equation.
- curve fitting
- Data Science
- metabolic load
- + 1
- Python
- HTML
- Jupyter Notebook
quapps
is a software package containing a collection of exemplary application implementations based on quark.
- Discrete Optimization
- Ising Problem
- Optimization Problem
- + 3
- Python
- Jupyter Notebook
- Shell
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
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