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Visualisation routines #61

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blythed opened this issue Aug 13, 2018 · 4 comments
Closed

Visualisation routines #61

blythed opened this issue Aug 13, 2018 · 4 comments
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@tabergma
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feature A new feature

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@blythed
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blythed commented Aug 13, 2018

We need some routines to do visualisation.
Implement these in flair.visual

Useful features:

  • tSNE maps of embedding features
  • ...
blythed pushed a commit that referenced this issue Aug 13, 2018
GH-61: used sklearn
503c1d1
@alanakbik
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Good idea! Other visualization that might be interesting:

  • visualization of weight traces during training
  • visualization of states in character LM akin to Radfort et al. 2017

blythed pushed a commit that referenced this issue Aug 13, 2018
GH-61: added visualization and word/char visual
16309d1 
tSNE makes sense on the word level. Bidirectional character embeddings
don't make much sense.
blythed pushed a commit that referenced this issue Aug 13, 2018
GH-61: added requirements and char level visual
d54f4cc
@blythed
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blythed commented Aug 13, 2018

This is a screenshot of the added feature (hovering mouse gives context):

screen shot 2018-08-13 at 15 43 44

blythed pushed a commit that referenced this issue Aug 13, 2018
GH-61: added highlighter over paragraph
61ae2d8
@blythed
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blythed commented Aug 13, 2018

Added this, but the results don't look anything like Radford et al. (2017)
screen shot 2018-08-13 at 16 43 23

blythed pushed a commit that referenced this issue Aug 13, 2018
GH-61: added new line characters to html rendering
e4cf5eb
@tabergma tabergma added the feature A new feature label Aug 13, 2018
blythed pushed a commit that referenced this issue Aug 14, 2018
GH-61-visualization fixed bug in calling language model
cf821e0
@tabergma tabergma self-assigned this Sep 27, 2018
tabergma pushed a commit that referenced this issue Oct 4, 2018
@tabergma
GH-61: used sklearn
4a389ac
tabergma pushed a commit that referenced this issue Oct 4, 2018
@tabergma
GH-61: added visualization and word/char visual
3654ab7 
tSNE makes sense on the word level. Bidirectional character embeddings
don't make much sense.
tabergma pushed a commit that referenced this issue Oct 4, 2018
@tabergma
GH-61: added requirements and char level visual
7666224
tabergma pushed a commit that referenced this issue Oct 4, 2018
@tabergma
GH-61: added highlighter over paragraph
fcd0c3f
tabergma pushed a commit that referenced this issue Oct 4, 2018
@tabergma
GH-61: added new line characters to html rendering
cc65d79
tabergma pushed a commit that referenced this issue Oct 4, 2018
@tabergma
GH-61-visualization fixed bug in calling language model
cd8d2a3
tabergma added a commit that referenced this issue Oct 4, 2018
@tabergma
GH-61: Read line one by one.
b1929e1
tabergma added a commit that referenced this issue Oct 4, 2018
@tabergma
GH-61: Update imports in __init__
1427c73
tabergma added a commit that referenced this issue Oct 4, 2018
@tabergma
GH-61: Add plotter for training curves.
f9d791a
tabergma added a commit that referenced this issue Oct 4, 2018
@tabergma
GH-61: Update documentation
981efc1
tabergma added a commit that referenced this issue Oct 4, 2018
@tabergma
GH-61: Update test for visuals
24bc299
tabergma added a commit that referenced this issue Oct 4, 2018
@tabergma
GH-61: Update .gitignore
2482310
tabergma added a commit that referenced this issue Oct 4, 2018
@tabergma
GH-61: Save embedding visualization.
d86d471
This was referenced Oct 4, 2018
Closed
Closed
tabergma added a commit that referenced this issue Oct 4, 2018
@tabergma
GH-61: Wrap embedding visualiation into class. Fix requirement issues.
fa4285a
tabergma added a commit that referenced this issue Oct 4, 2018
@tabergma
GH-61: Add missing dependency.
5ca09ff
tabergma added a commit that referenced this issue Oct 4, 2018
@tabergma
GH-61: Revert last change.
05a68fd
This was referenced Oct 4, 2018
Closed
Merged
tabergma added a commit that referenced this issue Oct 4, 2018
@tabergma
GH-61: Set sudo to false in travis.yml
36fc3cf
tabergma added a commit that referenced this issue Oct 4, 2018
@tabergma
GH-61: Update travis.yml
5aebd44
tabergma added a commit that referenced this issue Oct 4, 2018
@tabergma
GH-61: build everything
8003e9e
tabergma added a commit that referenced this issue Oct 4, 2018
@tabergma
GH-61: Add sudo:false in travis.yml
bdd34f9
tabergma added a commit that referenced this issue Oct 4, 2018
@tabergma
GH-61: Remove flaten parameters
677f727
alanakbik pushed a commit that referenced this issue Oct 4, 2018
Merge pull request #132 from zalandoresearch/GH-61-visualization
d959f7d 
GH-61: Add different visualizations
@tabergma tabergma closed this as completed Oct 4, 2018
@stefan-it
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I'm currently using the latest release-0.3 branch and I just want to mention, that sklearn needs also to be added to the requirements file :)

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GH-61: Add visualizations flairNLP/flair
GH-61: Add different visualizations flairNLP/flair
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@tabergma @blythed @alanakbik @stefan-it