All software
swyft
swyft is the official implementation of Truncated Marginal Neural Ratio Estimation, a hyper-efficient, simulation-based inference technique for complex data and expensive simulators.
- Bayesian Inference
- Data Analysis
- Jupyter Notebook
- Python
Data underlying the publication/thesis chapter: FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes
Data underlying the publication/thesis chapter: FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes
- computer vision
- Convolutional Neural Network
- kernel size
- + 2
- Python
- Jupyter Notebook
- Markdown
- + 2
laserchicken
Toolkit for preprocessing and feature calculation of point clouds created using airborne laser scanning
- Big data
- Machine learning
- Python
- Jupyter Notebook
DeepRank2
DeepRank2 is an open-source deep learning framework for data mining of protein-protein interfaces or single-residue missense variants. This package is an improved and unified version of three previously developed packages: DeepRank, DeepRank-GNN and DeepRank-Mut.
- Cancer vaccine
- Convolutional Neural Network
- Deep Learning Framework
- + 5
- Python
- Jupyter Notebook
- TeX
- + 1
Arena-Crowds
Arena-Crowds is Python scripts for the data analysis to estimate crowd density based on WiFi positioning.
- Computer networks
- Networks
- Network Science
- Jupyter Notebook
- Python
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
- Machine learning
- + 2
- Jupyter Notebook
- Python
- TeX
CIRRUS-HL-campaign-codes---Code-accompanying-dissertation
CIRRUS-HL campaign codes - Codes accompanying dissertation
- Airborne measurements
- Background aerosol
- Backward trajectories
- + 7
- Python
- Markdown
- YAML
- + 1
Source, documentation, tests: MACE: Automated Assessment of Stereochemistry of Transition Metal Complexes and its Applications in Computational Catalysis
Source, documentation, tests: MACE: Automated Assessment of Stereochemistry of Transition Metal Complexes and its Applications in Computational Catalysis
- automation
- chemoinformatics
- Computational Chemistry
- + 6
- Chemical XYZ
- Other
- Jupyter Notebook
- + 5
Cross-perspective Topic Modeling
An application that uses cross-perspective topic modeling to extract topics and opinions from text and provides insight into how they change over time.
- Text analysis & natural language processing
- Python
- Jupyter Notebook
- Shell
Microscopy data, code and analysis underlying the publication "Optical STEM detection for scanning electron microscopy"
Microscopy data, code and analysis underlying the publication "Optical STEM detection for scanning electron microscopy"
- Electron Detection
- Instrumentation Development
- Scanning Electron Microscopy
- + 2
- Other
- Markdown
- Jupyter Notebook
- + 2
SWMM_GNN_Repository_Paper_version
SWMM GNN metamodel – Code for paper: Transferable and Data Efficient Metamodeling of Storm Water System Nodal Depths Using Auto-Regressive Graph Neural Networks
- GNN
- Graph neural networks
- Machine learning
- + 5
- Other
- Python
- Jupyter Notebook
- + 2
IUI2025_ConvXAI
User Interaction Dataset associated with IUI 2025 paper "Is Conversational XAI All You Need? Human-AI Decision Making With a Conversational XAI Assistant"
- Appropriate Reliance
- Conversational XAI Interface
- Human-AI Decision Making
- Jupyter Notebook
- Python
- Other
- + 1