All software
HilbertCurve
Hilbert curve is a type of space-filling curves that fold one dimensional axis into a two dimensional space, but with still preserves the locality. This package aims to provide an easy and flexible way to visualize data through Hilbert curve.
- Data analysis
- Data Science
- Data Visualization
- + 3
- R
- C++
- CSS
- + 1
spacemake
Processing and analysis of large-scale spatial transcriptomics data
- Pipeline
- snakemake
- Spatial transcriptomics
- Python
- Jupyter Notebook
- Shell
- + 3
Cheetah
Fast and differentiable particle accelerator optics simulation for reinforcement learning and optimisation applications.
- Automatic Differentiation
- Differentiable Programming
- Differentiable Simulation
- + 7
- Python
- Jupyter Notebook
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
- + 2
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
venco.py
A tool to derive battery electric vehicle energy demands from given trip data. venco.py provides normalized, aggregated electric vehicle fleet demand profiles for two cases: Uncontrolled charging and a technical (mobility-constrained) potential for controlled charging including vehicle-to-grid.
- electricity
- electric vehicles
- Flexibility
- + 2
- Python
- BibTeX
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
- Jupyter Notebook
- + 1
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
UltraMassExplorer (UME)
Natural organic matter is the most complex chemical mixture on our planet. UME is an open access, browser-based tool that allows efficient, interactive, transparent, and reproducible exploration and evaluation of ultrahigh resolution mass spectra of complex organic matter.
- analytical chemistry
- Carbon cycle
- Data analysis
- + 7
- R
- BibTeX
- CSS
AWI GPT
Four tools - ClimSight, pangaeaGPT, AWI_chatbot, and CMIP6 search - use LLMs to enhance research and operations. pangaeaGPT aids dataset exploration, ClimSight provides location-specific climate insights, AWI_chatbot streamlines internal tasks at AWI, and CMIP6 search improves access to CMIP6 data.
- AWI Chatbot
- Climate
- ClimSight
- + 6
calibr8
calibr8 is a Python toolbox for likelihood-based calibration modeling and Bayesian inference. It supports uni- and multivariate problems, continuous & discrete distributions and includes ready to use models for many non-linear problems. It integrates with PyMC for advanced Bayesian inference.
- Calibration
- Data analysis
- Earth & Environment
- + 4
- Python
ClimSight
ClimSight is a tool designed to make localized climate information both accessible and actionable. By integrating large language models (LLMs) with geographical and climate data, ClimSight provides users with tailored, location-specific insights essential for a variety of applications.
- Climate
- climate modelling
- ClimSight
- + 1
- Python
- TypeScript
- CSS
- + 3