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Updates towards tf2.0#196

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leanderweber wants to merge 77 commits intodevelop_v2.0albermax/innvestigate:develop_v2.0from updates_towards_tf2.0albermax/innvestigate:updates_towards_tf2.0Copy head branch name to clipboard

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Commits

Commits on Feb 18, 2020

• test_pattern.py test don't fail anymore

  leanderweber

  committed
  55f0821

Commits on Feb 25, 2020

• test_base.py passes. Some xfails.

  leanderweber

  committed
  eb65cc2

Commits on Mar 10, 2020

• LRP-methods seem to work

  leanderweber

  committed
  d5e65b9

• fixed tensor equality in misc

  leanderweber

  committed
  462eab9

Commits on Jul 2, 2020

• added new base (core functionalities)

  

  Leander Weber

  committed
  dde765c

Commits on Jul 11, 2020

• just a save, not a working version

  

  Leander Weber

  committed
  95a396c

Commits on Jul 14, 2020

• Some LRP-Rules working for tf2.0. Changed LRPSequentialPreset* (deprecated now) to LRPSequentialComposite*.

  

  Leander Weber

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  b0065a0

• Updated Deprecation Warnings

  

  Leander Weber

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  77f4f65

• small fixes

  

  Leander Weber

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  c009022

Commits on Jul 20, 2020

• cleaned up a bit, checked for efficiency

  leanderweber

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  da90e87

Commits on Jul 30, 2020

• tested base; found and fixed some bugs; rewrote small_tests.py more concisely

  leanderweber

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  64d5190

Commits on Aug 4, 2020

• updated smalltests

  leanderweber

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  57ad069

• test push, please ignore (:

  rachtibat

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  5eca9eb

• Added LeNet and weights for "plot_test.py"

  Show description for f2f554c
  rachtibat

  committed
  f2f554c

• Finished and Debugged LRP-Rules. Added LRP-Gamma.

  leanderweber

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  622f964

Commits on Aug 7, 2020

• cleaned up code a bit

  leanderweber

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  3870534

Commits on Aug 21, 2020

• tf 2.3 hotfix

  leanderweber

  committed
  828e793

• small fixes

  leanderweber

  committed
  5a7df1e

Commits on Aug 26, 2020

• relative imports

  leanderweber

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  e8ba36c

Commits on Aug 27, 2020

• added documentation and ideas for network canonization

  leanderweber

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  d7ad079

• excluded small bug, fix later

  leanderweber

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  ed2c4b4

Commits on Sep 3, 2020

• Change default analysis method to "max_activation". If you forget to sepcify the analysis method, "all" is performed which produces confusing heatmaps. For beginners this error might be difficult t…

  Show description for fdc2905
  rachtibat

  committed
  fdc2905

Commits on Sep 8, 2020

• addressed comments regardign python six and .gitignore

  leanderweber

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  79ff128

• Merge branch 'updates_towards_tf2.0' of https://github.com/albermax/innvestigate into updates_towards_tf2.0

  leanderweber

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  a910be9

• updated most Gradient-Based analyzers - careful: code is not tested yet; thus did not make the available in __init__ yet

  leanderweber

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  fe601c8

Commits on Sep 10, 2020

• slight bugfix for GradientMethods

  leanderweber

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  5c67fd5

• corrected neuron_selection, included redundant apply method into wrap_hook, added specification option of last layer(s) (including a warning if neuron selection uses indices, so the user can make s…

  Show description for 9dcd748
  leanderweber

  committed
  9dcd748

• Add _head_mapping functionality. But is still a "passive feature". In next commit, I will make it actively available if acknowledged

  rachtibat

  committed
  cdfaac7

Commits on Sep 11, 2020

• fixed small bug of stop_mapping_at_layers

  leanderweber

  committed
  c6cbdee

• Merge branch 'updates_towards_tf2.0' of https://github.com/albermax/innvestigate into updates_towards_tf2.0

  leanderweber

  committed
  70b05b6

• _head_mapping functionality activated: new argument in apply function "r_init"

  rachtibat

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  966ee99

• small fix in description

  rachtibat

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  9368553

• small bug fix

  rachtibat

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  514e9ad

Commits on Sep 14, 2020

• BUG FIX: stop_mapping_at_layers

  Show description for de964ef
  rachtibat

  committed
  de964ef

• new Feature: get intermediate explanations without doing analysis again.

  Show description for 1263680
  rachtibat

  committed
  1263680

• new Feature: get intermediate explanations without doing analysis again.

  Show description for eece4b1
  rachtibat

  committed
  eece4b1

Commits on Sep 15, 2020

• small fixes

  leanderweber

  committed
  15c35c1

• Merge branch 'updates_towards_tf2.0' of https://github.com/albermax/innvestigate into updates_towards_tf2.0

  leanderweber

  committed
  d4cfd4c

• some comments

  leanderweber

  committed
  e63bde8

• Merge branch 'updates_towards_tf2.0' of https://github.com/albermax/innvestigate into updates_towards_tf2.0

  leanderweber

  committed
  f1a162b

Commits on Sep 16, 2020

• integrated get_intermediate function.

  Show description for 582daf9
  rachtibat

  committed
  582daf9

Commits on Sep 17, 2020

• Updated SmoothGrad [untested]

  leanderweber

  committed
  b5a0546

• Merge branch 'updates_towards_tf2.0' of https://github.com/albermax/innvestigate into updates_towards_tf2.0

  leanderweber

  committed
  d2dc092

Commits on Sep 18, 2020

• Did some first refactoring for readability/understandability. More following. Also fixed LRP Add-Layer-rule bug with multiple inputs

  leanderweber

  committed
  5f06fac

• mini bug fix

  rachtibat

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  3364f3d

• Restructured reverse_model functionality into new class ReverseModel

  leanderweber

  committed
  8ca3f55

• Merge branch 'updates_towards_tf2.0' of https://github.com/albermax/innvestigate into updates_towards_tf2.0

  leanderweber

  committed
  bbfafbc

• Fixed small bug with stop_mapping_at_layers=None

  leanderweber

  committed
  91402b2

Commits on Sep 20, 2020

• check if model is resnet like for stop_mapping feature.

  Show description for d289a6f
  rachtibat

  committed
  d289a6f

• Merge remote-tracking branch 'origin/updates_towards_tf2.0' into updates_towards_tf2.0

  Show description for 0211187
  rachtibat

  committed
  0211187

• check if model is resnet like for stop_mapping feature.

  Show description for 01eec3c
  rachtibat

  committed
  01eec3c

• small bug fix

  rachtibat

  committed
  bbe8b86

• small fixes. implemented Integrated Gradients [Untested]

  leanderweber

  committed
  8f0170b

• Merge branch 'updates_towards_tf2.0' of https://github.com/albermax/innvestigate into updates_towards_tf2.0

  leanderweber

  committed
  2f2fb6a

• Fixed bug with callback logic for layers with multiple inputs when stop_mapping_at_layers was not empty

  leanderweber

  committed
  db5e909

• gradient_based methods run without errors on the test cases. Qualitative testing of results is still needed.

  leanderweber

  committed
  c853fcf

Commits on Sep 21, 2020

• small bugfixes. Checked visual results of gradient based methods.

  leanderweber

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  4f270f8

• Added initialization value parameter for layer input. Allowed r_init parameter to be a dictionary. [Untested]

  leanderweber

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  d24fce0

• Added A Configuration to apply a specified LRP-rule to all layers until a certain index [Untested]

  leanderweber

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  8b0b68b

• Tested LRP-Rule-Until_Index Configuration. Small Bugfixes.

  leanderweber

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  d76d0c8

• Tested f_init parameter. Small Bugfixes.

  leanderweber

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  7e2eb8c

• Small fix

  leanderweber

  committed
  c25f09a

Commits on Sep 22, 2020

• stop_mapping: innvestigate stops at layer -> more performance

  rachtibat

  committed
  a43ae36

• new feature: no_forward_pass in analyze method.

  Show description for 400aa83
  rachtibat

  committed
  400aa83

Commits on Sep 23, 2020

• small bug fix

  rachtibat

  committed
  77ad231

• small bug fix

  rachtibat

  committed
  4f15e20

• small bug fix

  rachtibat

  committed
  478ed08

Commits on Sep 28, 2020

• important bug fix. False gradient of r_init

  rachtibat

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  9bf42f6

Commits on Oct 5, 2020

• new feature: get_hook_activations. Function only for advanced users!

  rachtibat

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  b759768

Commits on Oct 6, 2020

• get_hook_activations expanded

  rachtibat

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  63a1a5d

Commits on Oct 8, 2020

• AvgPooling LRPFlat Rule bug solved

  rachtibat

  committed
  4f558f8

• Utilized @tf.function to improve performance on repeated calls. Refactored reverse_map.py and derived classes a bit for that purpose. Gradient Based Methods are still buggy in this refactored versi…

  Show description for eb566bb
  leanderweber

  committed
  eb566bb

• Merged

  leanderweber

  committed
  4d2b10d

• Small comment change

  leanderweber

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  c75d5aa

Commits on Oct 12, 2020

• Re-named some variables. Fixed no_forward_pass.

  leanderweber

  committed
  85e52d3

Commits on Oct 15, 2020

• fixed small mistake

  leanderweber

  committed
  28011ab

• fixed small mistake

  leanderweber

  committed
  d143eb7