All software
Noodles
Task-based parallel programming model in Python that offers the same intuitive interface when running complex workflows on your laptop or on large computer clusters.
- High performance computing
- Workflow technologies
- Jupyter Notebook
- Python
- Shell
- + 2
Hercules
Retrieve recent tweets from certain users and classify them with machine learning
- Machine learning
- Text analysis & natural language processing
- Python
- Jupyter Notebook
- Shell
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
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
TomoBEAR
TomoBEAR is an open-source configurable and customizable modular pipeline for streamlined and parallelized processing of large-scale cryo-electron tomography data for subtomogram averaging.
- Alignment
- automated reasoning
- cluster
- + 16
- MATLAB
- M
- Python
- + 1
AutoEncodersDLSCA
Code underlying the publication: Autoencoder-enabled model portability for reducing hyperparameter tuning efforts in side-channel analysis
- Autoencoders
- Hyperparameter Tuning
- Portability
- + 3
- Python
- Other
- Markdown
Code underlying the publication: Maintenance Optimization for Multi-Component Systems with a Single Sensor
Code underlying the publication: Maintenance Optimization for Multi-Component Systems with a Single Sensor
- Condition-based maintenance
- Inspection planning
- Maintenance
- + 2
- Python
- Other
Code underlying the publication: "Self-Supervised PPG Representation Learning Shows High Inter-Subject Variability"
Code underlying the publication: "Self-Supervised PPG Representation Learning Shows High Inter-Subject Variability"
- Autoencoder
- Human Activity Recognition
- Inter-Subject Variability
- + 3
- Python
- Other
- Markdown
- + 1
Data and code underlying Chapter 4 of the PhD thesis "Advanced Magnetocaloric Regenerators for Heat Pump Applications"
Data and code underlying Chapter 4 of the PhD thesis "Advanced Magnetocaloric Regenerators for Heat Pump Applications"
- active magnetocaloric regenerator
- layered AMR
- magnetocaloric heat pump
- + 5
- Other
- Python
mpcrl-for-ramp-metering
Source code for the publication: Reinforcement Learning with Model Predictive Control for Highway Ramp Metering
- Model predictive control
- Ramp Metering
- Reinforcement learning
- Python
- Other
- Markdown
- + 1