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dianna-ai
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dianna-exploration
This repository contains the expliratory and research work from the DIANNA project
https://research-software-directory.org/projects/dianna
Apache License 2.0
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Link to DIANNA tutorials in docs leads to 404 error
#196
ClaireDons
closed
4 months ago
0
Distance explainer metrics
#194
cwmeijer
closed
4 months ago
2
added pairplot
#193
cpranav93
closed
11 months ago
1
Sunshine hours prediction regression model
#192
cpranav93
closed
11 months ago
1
added the penguin model for tabular data
#191
cpranav93
closed
11 months ago
2
Text experiments
#190
WillemSpek
opened
1 year ago
1
Added script to run Experiments
#189
WillemSpek
closed
1 year ago
1
Ensure LIME returns coefficients for explanation granularity
#188
WillemSpek
opened
1 year ago
0
Added boilerplate for experiments and appropriate hyperparemeter configs
#186
WillemSpek
closed
1 year ago
0
Make dianna runnable on GPU
#185
WillemSpek
closed
1 year ago
2
Implement Non-representativeness metric
#170
WillemSpek
opened
1 year ago
0
Estimate costs to run experiments
#169
WillemSpek
opened
1 year ago
2
Create scripts for hyperparameters experiments to run remotely
#168
WillemSpek
opened
1 year ago
0
Mnist tutorial
#165
WillemSpek
closed
1 year ago
2
Quantus and DIANNA integration
#164
WillemSpek
closed
1 year ago
2
Set up hyperaparameters per method for experiments
#166
WillemSpek
closed
1 year ago
0
Redefine evaluation plan
#167
WillemSpek
closed
1 year ago
0
Single deletion
#163
WillemSpek
closed
1 year ago
2
fixed broken dependencies
#162
WillemSpek
closed
1 year ago
3
Incremental Deletion
#161
WillemSpek
closed
1 year ago
3
582 deprecated packages
#160
WillemSpek
closed
1 year ago
1
Text experiments
#159
WillemSpek
closed
1 year ago
3
Added Geometric Shapes generation with parameter variations
#158
WillemSpek
closed
1 year ago
3
Notebook template4 text dianna464
#157
elboyran
closed
1 year ago
1
Ontologize DIANNA XAI methods in current XAI landscape
#156
WillemSpek
closed
1 year ago
2
Research LIME, kernelSHAP & RISE
#155
WillemSpek
closed
1 year ago
0
Image Experiments (quantitative): KernelSHAP
#176
elboyran
opened
1 year ago
1
Image Experiments (quantitative): RISE
#177
elboyran
opened
1 year ago
1
Image Experiments (quantitative): LIME
#178
elboyran
opened
1 year ago
1
Image Experiments (qualitative): KernelSHAP
#179
elboyran
opened
1 year ago
1
Image Experiments (qualitative): RISE
#180
elboyran
opened
1 year ago
1
Image Experiments (qualitative): LIME
#181
elboyran
opened
1 year ago
1
Text Experiments (quantitative): LIME
#182
elboyran
opened
1 year ago
1
Text Experiments (quantitative): RISE
#183
elboyran
opened
1 year ago
1
Text Experiments (qualitative): RISE
#184
elboyran
opened
1 year ago
1
Text Experiments (qualitative): LIME
#175
elboyran
opened
1 year ago
1
Experiments: KernelSHAP method parameters range
#174
elboyran
opened
1 year ago
0
Experiements: LIME method parameters range
#173
elboyran
opened
1 year ago
2
Text experiements: RISE method parameters range
#172
elboyran
opened
1 year ago
2
Clarify more the research ideas for text and images
#187
elboyran
closed
1 year ago
5
Update leafsnap hyperparams to optimal ones
#154
loostrum
closed
1 year ago
1
Model for weather dataset updates
#153
loostrum
closed
1 year ago
4
Add notebook for weather prediction model
#152
loostrum
closed
1 year ago
2
add notebook and readme for coffee model generation
#151
cwmeijer
closed
1 year ago
1
Disable issues in this repo
#150
egpbos
opened
2 years ago
0
Binary MNIST dataset
#149
fdiblen
closed
2 years ago
2
JOSS: Make the text in the paper uniform
#148
cwmeijer
closed
2 years ago
1
Simplify running of movie reviews model
#147
loostrum
closed
1 year ago
2
Update kernel shap
#146
geek-yang
closed
2 years ago
2
add requirements.txt at the top level for all dependencies
#145
geek-yang
closed
2 years ago
2
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