GH-61: Add different visualizations #131

tabergma · 2018-10-04T12:18:03Z

closes #61

Add some basic visualizations:

plotting training curves for training output files of text classifier and sequence tagger
plotting training weights for text classifier and sequence tagger
plot embeddings
highlighting text

GH-108: Refactoring of text classifier

GH-108: Add additional training parameters.

GH-48: Add word dropout to text classifier

GH-16: Standardize logging output for sequence tagger and text classifier

Gh 23 memory embeddings

GH-48: Don't use Locked and Word Dropout in text classifier per default

tSNE makes sense on the word level. Bidirectional character embeddings don't make much sense.

aakbik and others added 30 commits September 20, 2018 09:47

GH-34: update torch version

b14c01f

GH-75: added span class

a48ae75

GH-75: added native span-F1 evaluation method

e191ac4

GH-97: test for span getters

38a0333

GH-97: comment out unused code

b567e8a

GH-97: comment out unused code

aa3a1cd

GH-97: replace ItemWeigher with defaultdict

b537298

GH-75: inferspaceafter() is not public method

27d4212

GH-48: added word dropout | moved dropouts into new flair.nn module

cb3ae5d

GH-108: Define loss function at the beginning.

2bba00f

GH-108: Refactor labels to one hot.

ee8a880

GH-108: Refactor trainer. Add tracemalloc.

515a49c

GH-108: Remove comments.

2bbc5ee

GH-108: Print trace after every epoch.

6cddf8f

GH-108: Remove tracemalloc.

1787d61

GH-108: Fix test.

9173df8

Merge pull request #117 from zalandoresearch/GH-108-out-of-memory

34406f6

GH-108: Refactoring of text classifier

GH-108: Remove tracemalloc.

00d38d5

GH-108: Add params for training.

7e2c669

Merge pull request #118 from zalandoresearch/GH-108-out-of-memory

7b5449a

GH-108: Add additional training parameters.

GH-48: Read only docs with certain amount of tokens.

7132735

GH-48: Add word dropout to document lstm embeddings

64da98e

Merge pull request #120 from zalandoresearch/GH-48-word-dropout

3643779

GH-48: Add word dropout to text classifier

GH-16: Move weight extraction to training utils.

afbc805

GH-16: Standardized log output in text classifier and sequence labeler.

352637e

GH-16: Adapt epoch summary.

3c25909

GH-16: Add logger.

145acda

GH-16: Metric to tsv

ffc0b86

GH-16: Replace print with log.info

167c496

GH-16: Update log level.

c575572

aakbik and others added 29 commits September 27, 2018 13:25

GH-94: new default patience value

77048b3

GH-38: Labels now have a value and a score

a4a7c4a

GH-38: fixed label value bug

6c47a86

Merge pull request #123 from zalandoresearch/GH-16-logging-output

a51391e

GH-16: Standardize logging output for sequence tagger and text classifier

Merge branch 'release-0.3' into GH-23-memory-embeddings

69d06e7

Merge pull request #125 from zalandoresearch/GH-23-memory-embeddings

ac0b922

Gh 23 memory embeddings

GH-48: fix warning: flatten parameters in language model

d2c3c25

GH-48: Use locked dropout only if specified.

280ffd4

GH-48: Rewrite eval method.

801a4bd

GH-48: Fix corpus statistic

a2975c2

GH-48: Set train loss to current loss per default

03258f3

GH-48: Update eval method.

6b225f1

Merge pull request #126 from zalandoresearch/GH-48-word-dropout

ce1778c

GH-48: Don't use Locked and Word Dropout in text classifier per default

GH-61: used sklearn

4a389ac

GH-61: added visualization and word/char visual

3654ab7

tSNE makes sense on the word level. Bidirectional character embeddings don't make much sense.

GH-61: added requirements and char level visual

7666224

GH-61: added highlighter over paragraph

fcd0c3f

GH-61: added new line characters to html rendering

cc65d79

GH-61-visualization fixed bug in calling language model

cd8d2a3

GH-61: Read line one by one.

b1929e1

GH-61: Update imports in __init__

1427c73

GH-61: Add plotter for training curves.

f9d791a

GH-61: Update documentation

981efc1

GH-61: Update test for visuals

24bc299

GH-61: Update .gitignore

2482310

GH-61: Save embedding visualization.

d86d471

GH-61: Wrap embedding visualiation into class. Fix requirement issues.

fa4285a

GH-61: Add missing dependency.

5ca09ff

GH-61: Revert last change.

05a68fd

tabergma closed this Oct 4, 2018

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GH-61: Add different visualizations #131

GH-61: Add different visualizations #131

tabergma commented Oct 4, 2018

GH-61: Add different visualizations #131

GH-61: Add different visualizations #131

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tabergma commented Oct 4, 2018