Merge pull request #111 from dianna-ai/97-tutorial-lime-images

Add LIME on images tutorial (fixes #97)

Author: loostrum

tutorials/README.md

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+## Tutorials
+This folder contains tutorial notebooks for DIANNA.
+A tutorial is avaiable for several combinations of data modality and explanability method.
+Click one of the links in the table to directly go to a notebook:
+
+|Data \ XAI|RISE|LIME|KernelSHAP|
+|:-----|:---|:---|:---|
+|Images|[]()|[link](lime_images.ipynb)|[]()|
+|Text|[]()|[]()|[]()|

tutorials/data/leafsnap_classes.csv

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+abies_concolor,0
+acer_negundo,1
+acer_palmatum,2
+acer_rubrum,3
+aesculus_pavi,4
+asimina_triloba,5
+broussonettia_papyrifera,6
+carya_cordiformis,7
+catalpa_bignonioides,8
+cercis_canadensis,9
+chionanthus_virginicus,10
+cryptomeria_japonica,11
+diospyros_virginiana,12
+fraxinus_nigra,13
+gleditsia_triacanthos,14
+ilex_opaca,15
+juglans_cinerea,16
+liriodendron_tulipifera,17
+maclura_pomifera,18
+ostrya_virginiana,19
+prunus_sargentii,20
+prunus_virginiana,21
+ptelea_trifoliata,22
+quercus_montana,23
+quercus_muehlenbergii,24
+staphylea_trifolia,25
+styrax_japonica,26
+ulmus_americana,27
+ulmus_pumila,28
+ulmus_rubra,29