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Update README.md #689

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Jan 12, 2024
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5 changes: 3 additions & 2 deletions README.md
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Expand Up @@ -64,7 +64,7 @@ DIANNA software is addressing needs of both (X)AI researchers and mostly the var

After studying the vast XAI landscape we have made choices in the parts of the [XAI Taxonomy](https://doi.org/10.3390/make3030032) on which methods, data modalities and problems types to focus. Our choices, based on the largest usage in scientific literature, are shown graphically in the XAI taxonomy below:

<img src="https://user-images.githubusercontent.com/33344129/234316105-0bc5721f-c4b0-432d-88a7-7586f034ec2c.png" alt="XAI_taxonomy" width="60%"/>
<img src="https://github.com/dianna-ai/dianna/assets/3244249/9b864980-86f4-4d0e-8a83-af7d6be606f7" alt="XAI_taxonomy" width="80%"/>

The key points of DIANNA:

Expand Down Expand Up @@ -218,7 +218,8 @@ plot_tabular(explanation, X_test.columns, num_features=10) # display 10 most sa

## Dashboard

Explore your trained model explained using the DIANNA dashboard. [Click here](https://github.com/dianna-ai/dianna/tree/main/dianna/dashboard) for more information.
Explore the explanations of your trained model using the DIANNA dashboard (for now images, text and time series classification is supported).
[Click here](https://github.com/dianna-ai/dianna/tree/main/dianna/dashboard) for more information.

<a href="https://github.com/dianna-ai/dianna/tree/main/dianna/dashboard" target="_blank">
<img width="1000" align="center" alt="Dianna dashboard screenshot" src="https://github.com/raw/dianna-ai/dianna/main/dianna/dashboard/dashboard-screenshot.png">
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