freesoft detox_bot2 issues

freesoft / detox_bot2

University of Illinois@Urbana-Champaign MCS-DS CS498 Cloud Computing Applications project

GNU General Public License v3.0

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merge develop to master for sync up

#32 freesoft closed 5 years ago
0
Final clean up.

#31 kevinmackie closed 5 years ago
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Text coloring and minor typographical corrections

#30 kevinmackie closed 5 years ago
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Updated paper and detox_engine to included weighted average scores

#29 noya closed 5 years ago
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Added related works section to report and grayed out existing parts

#28 kevinmackie closed 5 years ago
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Improved label 1 F1 score. Removed python-dev in docker file, added i…

#27 noya closed 5 years ago
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[HIigh] Writing final report and submit

#26 freesoft closed 5 years ago
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Cstseng pyspark

#25 noya closed 5 years ago
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[Low] Adding more stop words. detox_bot uses stopwords which is pre-defined set of words plus a few custom words that I added. However, there are more lot of stopword that's recurring too much or pretty much useless when detecting toxic chat. I would like to decent amount of stop words in there ( not just a, the, this, that, etc ) so that we can expect better accuracy.

#24 freesoft closed 5 years ago
2
[Low] Update TwitchBot (written in python) and make it runnable and deployable to multiple channel easily.

#23 freesoft closed 5 years ago
1
merge develop branch to master

#22 freesoft closed 5 years ago
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update the report for CI/CD section and Terraform section, also removed the "The authors would like to thank ..." from Acknowledgement section

#21 freesoft closed 5 years ago
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remove extra the

#20 noya closed 5 years ago
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remove extra the

#19 noya closed 5 years ago
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Add disclaimer to Method/Design section about detox_box project

#18 kevinmackie closed 5 years ago
1
Added obstacles and future work in discussion section

#17 noya closed 5 years ago
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Major rework of progress report

#16 kevinmackie closed 5 years ago
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update the progress report

#15 freesoft closed 5 years ago
1
Restructure report re TA suggestion. Add web app. Cleanup references.

#14 kevinmackie closed 5 years ago
1
Summarize what progress we made

#13 freesoft closed 5 years ago
1
Decide what progress we are going to make and address it to individual member(s)

#12 freesoft closed 5 years ago
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Added pandoc IEEE converter

#11 kevinmackie closed 5 years ago
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[High] Research if we can use Spark( + MLlib) and replace current scikit-learn based toxic chat classifier. Where to run it(AWS, GCP, etc?)

#10 kevinmackie closed 5 years ago
5
[High] Current detox_bot uses MultinomialNB that allows out-of-core training ( means you can keep training it without starting over ) through partial_fit(). However, entire feature is already decided at the first then when training. I see there is a few way, including using word2vec on Keras or etc, and wondering if we can use it.

#9 noya closed 5 years ago
1
reduce the doc size, hope it can fit in one paper

#8 freesoft closed 5 years ago
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Fixed last line

#7 harley3 closed 5 years ago
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Update PROJECT_PROPOSAL.md

#6 kevinmackie closed 5 years ago
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submit the project proposal

#5 freesoft closed 5 years ago
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write the project proposal

#4 freesoft closed 5 years ago
2
Research Kubernetes services for detox application

#3 freesoft closed 5 years ago
3
Brushed up on overview section

#1 noya closed 5 years ago
0