All software
GSA report
GSAreport is an application to easily generate reports that describe the global sensitivities of your input parameters as best as possible. You can use the reporting application to inspect which features are important for a given real world function / simulator or model.
- Explainable AI
- Machine learning
- python
- + 1
- Python
- HTML
- CSS
- + 1
Inseq
Interpretability for sequence generation models 🐛 🔍
- deep learning
- Explainable AI
- generative models
- + 2
- Python
- Makefile
- Dockerfile
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
NEWSGAC platform
Software for running the online platform of the NEWSGAC project for running explainable machine learning models on textual data
- Explainable AI
- Machine learning
- Text analysis & natural language processing
- Jupyter Notebook
- Python
- HTML
- + 4
Explainable embeddings
Experiments with regard to explanation of embedded spaces and multi modal models.
- DIANNA
- Embedded spaces
- Explainable AI
- Jupyter Notebook
- Python
- HTML
- + 1
Harmony
Making harmonisation simple. Social scientists often have to compare items from different questionnaires or datasets. Harmony is a tool that uses natural language processing and generative AI models to help researchers harmonise questionnaire items quickly, even in different languages.
- AI
- Data
- Data Science
- + 10
- Python
- Jupyter Notebook