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sicara
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tf-explain
Interpretability Methods for tf.keras models with Tensorflow 2.x
https://tf-explain.readthedocs.io
MIT License
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Updates for Keras 3.0
#189
J-Olejnik
opened
4 months ago
0
slice index 2 of dimension 1 out of bounds.
#188
LeeBinshan
opened
9 months ago
0
Different shapes from running methods of tf.xplain.core
#187
annahedstroem
opened
1 year ago
1
Hotfix: Correct zero division and beta at heatmap display
#186
sdonatti
closed
2 years ago
1
Update integrated_gradients.py
#185
hnurxn
opened
2 years ago
0
New function for normalizing gradient maps through min-max technique.
#184
TeodorChiaburu
opened
2 years ago
0
Rename LICENCE to LICENSE
#183
LukeWood
closed
2 years ago
1
Unsupported model architecture for VanillaGradients
#182
khaledbouabdallah
opened
2 years ago
1
Drop before 2.3.0, extend to 2.8.0
#181
RaphaelMeudec
opened
2 years ago
0
Example or any Support for Tensorflow_datasets
#180
siriusmehta
opened
2 years ago
1
Publish tf-explain on Zenodo
#179
RaphaelMeudec
closed
2 years ago
0
Release 0.3.0 => 0.3.1
#178
RaphaelMeudec
closed
2 years ago
0
Separate attribution maps generation from visualizations
#177
RaphaelMeudec
opened
2 years ago
0
GradCAM opposite visualization
#176
bobr96
closed
2 years ago
9
Add TensorFlow versions 2.5 and 2.6 in CI
#175
RaphaelMeudec
closed
2 years ago
0
can tf-expain explain tf-lite models?
#174
showkeyjar
opened
3 years ago
1
Explain tree data
#173
rupjit-bo
opened
3 years ago
0
Does tf-explain support applying multiple input mode on pretrained tensorflow keras model
#172
lastproxy
opened
3 years ago
0
saved files are .v2 files
#171
lilianmarey
closed
3 years ago
4
Update usage.rst
#170
andife
closed
3 years ago
0
5D input for video data
#169
farhantandia
closed
3 years ago
0
add threshold in GRAD-CAM
#168
laborer123
opened
3 years ago
3
Ensure that input tensors are watched in Grad-CAM
#167
craymichael
closed
3 years ago
1
Images are not padded
#166
Praveen94
opened
3 years ago
1
Value Error: Graph disconnected
#165
mohamedabdallah1996
opened
3 years ago
1
Bump version: 0.2.1 → 0.3.0
#164
RaphaelMeudec
closed
3 years ago
0
Put tox config back
#163
RaphaelMeudec
closed
3 years ago
0
Migrate from TravisCI to Github Actions
#162
RaphaelMeudec
closed
3 years ago
0
Use score instead of likelihood in Vanilla Gradients
#161
AlexKubiesa
closed
3 years ago
5
possible support for 1D models?
#160
arun-nemani
opened
3 years ago
4
VanillaGradients computes gradients with regards to the likelihood, not the score
#159
CosmicGans
closed
3 years ago
5
Fix Vanilla Gradients Callback in methods.rst
#158
VamsiUCSS
closed
3 years ago
0
Normalization issue gives blank heatmaps
#157
palatos
opened
3 years ago
2
Requesting support for TF2.3.x
#156
dspyrhsu
closed
3 years ago
4
Fix 2.3 compatibility
#155
RaphaelMeudec
closed
3 years ago
1
TF-Explain support for multi input model which take image and text as input for classification task
#154
harsha89
closed
4 years ago
1
GradCAM varying on multiple calls
#153
palatos
opened
4 years ago
3
Keras-vis: 'GradCAM' is not defined
#152
mubeenmeo344
closed
3 years ago
2
Getting Type Error
#151
asittiwari07
closed
4 years ago
7
Does the tool support other layers, such as dense layer or conv1d layers?
#150
tinyxuyan
closed
2 years ago
1
[NOTE] tf version issue: tf.function-decorated function tried to create variables on non-first
#149
vscv
closed
4 years ago
1
Modify image size for activations?
#148
leszekmp
opened
4 years ago
0
rtd-api-fix
#147
boussoffara
closed
2 years ago
0
GradCam shows same activations for different class_index with use_guided_grads = True
#146
shaheen-syed
closed
3 years ago
3
Implementing tf-explain for regression using CNN
#145
ishita-gupta0810
opened
4 years ago
4
Accept opencv alternatives
#144
boussoffara
closed
4 years ago
1
Handle y_true as class targets for GradCAM
#143
RaphaelMeudec
opened
4 years ago
0
Installation should accept opencv-contrib-python
#142
bersbersbers
closed
3 years ago
3
Does tf-explain support tf.estimator.train_and_evaluate(estimator, train_spec, eval_specs)
#141
hanotrahul
opened
4 years ago
0
How about the XRAI which is based on Integrated saliency
#140
DLyzhou
opened
4 years ago
0
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