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chr5tphr
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zennit
Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.
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Added sphinx documentation
#55
chr5tphr
closed
2 years ago
0
Fix the Norm and Bias of AlphaBeta
#54
chr5tphr
closed
2 years ago
0
Alpha Beta still includes Bias two times
#53
rachtibat
closed
2 years ago
1
Color-Map Overhaul
#52
chr5tphr
closed
2 years ago
0
Default Rule
#51
rachtibat
closed
2 years ago
2
Added canonizer for BasicBlock module of ResNet model
#50
maxdreyer
closed
2 years ago
0
ResNet canonizer misses canonizer for BasicBlock module
#49
maxdreyer
closed
2 years ago
0
Fixed default_modifier
#48
chr5tphr
closed
2 years ago
0
Pass parameter names to param_mod to fix ZPlus and AlphaBeta negative params
#47
chr5tphr
closed
2 years ago
0
Zplusrule/alphabeta fix proposal
#46
leanderweber
closed
2 years ago
1
Check for requires_grad in pre_forward
#45
chr5tphr
closed
3 years ago
0
New version of zennit produces wrong LRP heatmaps
#44
rachtibat
closed
3 years ago
4
support unet with Upsample or ConvTranspose2d layer?
#43
bugsuse
closed
1 year ago
29
Last epsilon of SmoothGrad set to zero
#42
chr5tphr
closed
3 years ago
0
Allow forward pass without gradient
#41
chr5tphr
closed
3 years ago
0
[How to use] heatmap variants [...] such as the guided_backprop or smoothgrad [...] ?
#40
sebastian-lapuschkin
closed
3 years ago
2
Iterate dirs instead of using st_size
#39
chr5tphr
closed
3 years ago
0
Allow empty classes in feed_forward.py
#38
chr5tphr
closed
3 years ago
0
feed_forward is broken for torchvision 0.10.0
#37
chr5tphr
closed
3 years ago
0
Fixed a typo in README.md
#36
chr5tphr
closed
3 years ago
0
Implemented custom module backward hook
#35
chr5tphr
closed
3 years ago
0
adding software paper reference
#34
sebastian-lapuschkin
closed
3 years ago
0
Added a few other example composites to README
#33
chr5tphr
closed
3 years ago
0
Backprop Approaches
#32
chr5tphr
closed
3 years ago
0
Occlusion Attributor
#31
chr5tphr
closed
3 years ago
0
Added IntegratedGradients
#30
chr5tphr
closed
3 years ago
0
SmoothGrad
#29
chr5tphr
closed
3 years ago
0
Add Attributor to compute gradient
#28
chr5tphr
closed
3 years ago
0
Add preparations for PyPI upload
#27
chr5tphr
closed
3 years ago
0
Image fetching in example is broken
#26
chr5tphr
closed
3 years ago
0
License
#25
chr5tphr
closed
3 years ago
0
Notebook for feed_forward.py
#24
p16i
closed
2 years ago
8
Use float for dist computations in palette_fit
#23
chr5tphr
closed
3 years ago
0
Added palette_fit.py, a script to fit palettes
#22
chr5tphr
closed
3 years ago
0
Added palette_swap.py utility script
#21
chr5tphr
closed
3 years ago
0
Style fixes: unused import and binary op linebreak
#20
chr5tphr
closed
3 years ago
0
Added more colormaps to image.py
#19
leanderweber
closed
2 years ago
4
Changed SSH to HTTPS for cloning in README.md
#18
chr5tphr
closed
3 years ago
0
Basic hook
#17
chr5tphr
closed
3 years ago
0
Add parameter control to mod_params and LinearHook
#16
chr5tphr
closed
3 years ago
0
Readme Install
#15
chr5tphr
closed
3 years ago
0
Set parameter to not require gradients in example
#14
chr5tphr
closed
3 years ago
0
Be more careful with tensor references in Hook
#13
chr5tphr
closed
3 years ago
0
Switch over to Module.register_full_backward_hook
#12
chr5tphr
closed
3 years ago
4
Memory Leak
#11
rachtibat
closed
3 years ago
2
Make the example runnable from reading the README alone
#10
chr5tphr
closed
3 years ago
0
Flat Rule for Pooling Layers
#9
rachtibat
closed
3 years ago
4
Added notes to the zplus rule, referring to the original DTD paper, w…
#8
chr5tphr
closed
3 years ago
0
added better text for alpha beta value errors, cleaned up some style problems
#7
chr5tphr
closed
3 years ago
0
change name of types.py and torchvision.py
#6
rachtibat
closed
3 years ago
3
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