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
laserchicken
Toolkit for preprocessing and feature calculation of point clouds created using airborne laser scanning
- Big data
- Machine learning
- Python
- Jupyter Notebook
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
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
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
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
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
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
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
Clustering Geo-data Cubes
Tool to perform cluster analysis of multi-dimensional geospatial data, running on local or distributed systems.
- Big data
- geospatial
- Machine learning
- + 1
- Python
- Jupyter Notebook
- TeX
recipy
Effortless provenance tracking in Python
- Inter-operability & linked data
- Optimized data handling
- Python
- HTML
- Jupyter Notebook
- + 2
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