Netherlands eScience Center
National platform for the development and application of domain overarching software and methods for the scientific community
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
- Dockerfile
- Jupyter Notebook
- Python
- + 1
DeepRank GNN
DeepRank-GNN is the graph neural network of our DeepRank package. DeepRank GNN allows to train graph neural networks to classify protein-protein interface
- Machine learning
- Protein-Protein Interaction
- Python
Democracy Datasets
Sentence-wise split datasets of country reports in CSV format
- CSV
- dataset
Democracy Scraping Tool
A scraping tool to scrape various sources of country reports.
- scraping
- Python
Democracy text classification
LLM transfer learning to classify country reports into democracy dimensions.
- fine-tuning
- llm
- transfer learning
- Jupyter Notebook
- Python
Democracy Topic Modelling
Various Jupyter notebooks for topic modelling on democracy texts including BERT and dictionary, keyword-based approaches.
- BERT
- dictionary
- Topic Modelling
- Jupyter Notebook
- Python
devcontainer
CLI to create devcontainer template for running AI agents in a container
- AI agent
- containers
- docker
- + 2
- Makefile
- Python
- Shell
dhdt
A photohypsometric Python library to estimate glacier elevation change via optical remote sensing imagery
- geospatial
- Glacier
- image
- + 2
- Python
- TeX
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
Discuit
Python package with the goal to split datasets (e.g. words defined by several variables) into subsets that are as comparable as possible.
- Data
- linguistics
- python
- + 1
- Python
- Shell
Dive
Interactively explore millions of 2D and 3D data points in your browser, without the need to install anything.
- Big data
- Machine learning
- Visualization
- CSS
- HTML
- JavaScript
- + 1
doc2sentences
A python library to split sentence-wise and convert various document formats to CSV format.
- CSV
- python
- + 1
- Python
- Rich Text Format
- Shell