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1-6 of 6

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

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

Inseq

Interpretability for sequence generation models 🐛 🔍

deep learning
Explainable AI
generative models
+ 2

Python
Makefile
Dockerfile

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

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