All software
DIANNA
Deep Insight And Neural Network Analysis, DIANNA is the only Explainable AI, XAI library for scientists supporting Open Neural Network Exchange, ONNX - the de facto standard models format.
- Explainable AI
- Image processing
- KD
- + 3
- Jupyter Notebook
- Python
- TeX
SLEPLET
SLEPLET is a Python package for the construction of Slepian wavelets in the spherical and manifold (via meshes) settings.
- manifolds
- python
- slepian functions
- + 2
- Python
- TeX
CIRRUS-HL-campaign-codes---Code-accompanying-dissertation
CIRRUS-HL campaign codes - Codes accompanying dissertation
- Airborne measurements
- Background aerosol
- Backward trajectories
- + 7
- Jupyter Notebook
- Markdown
- Python
- + 1
etv_routing_assignment
Code underlying the publication: Dispatching a fleet of electric towing vehicles for aircraft taxiing with conflict avoidance and efficient battery charging
- Electric aircraft taxiing
- Electric towing vehicles
- Partial battery recharging
- + 2
- Markdown
- Python
qec-util
qec-util, supporting the publication: Neural network decoder for near-term surface-code experiments
- python
- Quantum Computing
- quantum error correction
- + 1
- Markdown
- Other
- Python
surface-sim
surface-sim, supporting the publication: Neural network decoder for near-term surface-code experiments
- python
- Quantum Computing
- quantum error correction
- + 1
- Markdown
- Other
- Python
- + 2
CellRank
CellRank is a computational framework to study cellular fate decisions based on various types of single-cell genomics data. CellRank scales to large cell numbers, is fully compatible with the scverse ecosystem, and is easy to use.
- Data analysis
- fate mapping
- fate prediction
- + 7
- Python
Citation File Format
The Citation File Format lets you provide citation metadata for software or datasets in plaintext files that are easy to read by both humans and machines.
- FAIR
- Inter-operability & linked data
- Python
Stable-Baselines3
Stable Baselines3 (SB3) is a set of reliable implementations of reinforcement learning algorithms in PyTorch.
- Machine learning
- robotics
- Python
- Shell
- Makefile
- + 1
pySDC
pySDC is a Python implementation of the spectral deferred correction approach and its flavors, esp. the parallel-in-time extension PFASST. It is intended for rapid prototyping and educational purposes. New ideas can be tested and first toy problems can be easily implemented.
- collocation
- high-performance computing
- Information
- + 4
- Python
- Jupyter Notebook
- C++
- + 2
Radiative forcing of hypersonic aircraft trajectories
The software quantifies climate impact of hypersonic aircraft trajectories as a number and within seconds instead of very long numerical simulations that produce Petabytes of data. The input requires water vapor, hydrogen and nitrogen oxide emission data along flight trajectories.
- airclim
- aircraft
- atmosphere
- + 10
- Jupyter Notebook
- Python
ARTIST
AI-enhanced differentiable Ray Tracer for Irradiation Prediction in Solar Tower Digital Twins
- Concentrated Solar Energy
- Differentiable Ray Tracing
- digital twin
- + 5
- Python