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Adding Clustering to Flair #2573

Merged
merged 38 commits into from
Feb 4, 2022
Merged

Adding Clustering to Flair #2573

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aa0f52e
init
OatsProduction Dec 28, 2021
0d1ea74
formated the code
OatsProduction Dec 29, 2021
5cee85a
all filenames are now lowercase
OatsProduction Dec 29, 2021
2c213ea
added convergence to em
OatsProduction Dec 29, 2021
b6ade23
finished the kMeans algorithm
OatsProduction Dec 30, 2021
f56992f
WIP cf tree
OatsProduction Dec 30, 2021
b37555d
working global parameters
OatsProduction Jan 2, 2022
61b56e1
added changed from GitHub PR
OatsProduction Jan 2, 2022
f44dbc6
Merge branch 'flairNLP:master' into master
OatsProduction Jan 3, 2022
e4acd0b
working BIRCH
OatsProduction Jan 4, 2022
f443b7a
Merge remote-tracking branch 'origin/master'
OatsProduction Jan 4, 2022
3616b10
working EM clustering
OatsProduction Jan 8, 2022
8f1666e
Merge branch 'flairNLP:master' into master
OatsProduction Jan 8, 2022
bf80ad5
removed experiments files
OatsProduction Jan 9, 2022
f82698d
written a tutorial readMe file
OatsProduction Jan 9, 2022
a27bf94
remove test.py
whoisjones Jan 10, 2022
3331784
folder restructuring
whoisjones Jan 10, 2022
8f19db8
move clustering to docs
whoisjones Jan 10, 2022
4cf3719
change folder structure
whoisjones Jan 10, 2022
f831e50
further folder refactorings
whoisjones Jan 11, 2022
f4cafe1
kmeans refactoring.
whoisjones Jan 11, 2022
14095d9
kmeans save and load functions
whoisjones Jan 11, 2022
734a5a7
kmeans tutorial
whoisjones Jan 11, 2022
d1d1952
transform corpora for clustering function
whoisjones Jan 11, 2022
964dea5
PR for reusing sklearn clustering methods
whoisjones Jan 11, 2022
daed11c
Merge pull request #1 from whoisjones/clustering_refactorings
OatsProduction Jan 12, 2022
b57529a
added predict to clustering
Jan 12, 2022
68cef6e
added saving and loading of the cluster model
OatsProduction Jan 13, 2022
1cf2c9a
labels added to the sentences
OatsProduction Jan 13, 2022
d230535
added corpus for StackOverflow data
OatsProduction Jan 15, 2022
cd8edcb
working corpus for STACKOVERFLOW
OatsProduction Jan 18, 2022
bff7484
WIP loading and saving
Jan 19, 2022
28635a2
added evaluation data
OatsProduction Jan 20, 2022
f72d757
working loading/saving of the ClusteringModel
OatsProduction Jan 20, 2022
d2f4695
Merge branch 'master' into master
alanakbik Jan 26, 2022
4817e70
fixed the TUTORIAL_12_CLUSTERING.md
OatsProduction Feb 2, 2022
1df7834
Merge remote-tracking branch 'origin/master'
OatsProduction Feb 2, 2022
d062138
added fix for the memory mode
OatsProduction Feb 3, 2022
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2 changes: 1 addition & 1 deletion flair/__init__.py
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Expand Up @@ -23,7 +23,7 @@
models,
nn,
trainers,
visual,
visual
)

__version__ = "0.10"
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2 changes: 2 additions & 0 deletions flair/datasets/__init__.py
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Expand Up @@ -119,6 +119,7 @@
ClassificationDataset,
CSVClassificationCorpus,
CSVClassificationDataset,
STACKOVERFLOW,
)

# word sense disambiguation
Expand Down Expand Up @@ -378,6 +379,7 @@
"GO_EMOTIONS",
"IMDB",
"NEWSGROUPS",
"STACKOVERFLOW",
"SENTEVAL_CR",
"SENTEVAL_MPQA",
"SENTEVAL_MR",
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