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Yannik101010 wants to merge 145 commits intolbechberger:mainlbechberger/MLinPractice:mainfrom dhesenkamp:maindhesenkamp/mlinpractice:mainCopy head branch name to clipboard

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Commits on Oct 4, 2021

• Update .gitignore to exclude OSX specific files

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Commits on Oct 5, 2021

• Merge remote-tracking branch 'upstream/main' into main

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• Merge branch 'lbechberger:main' into main

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• Added uniform classifier

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• Added F1 score evaluation metric

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Commits on Oct 6, 2021

• Merge pull request #1 from dhesenkamp/classifier

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• Added tweet tokenization

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• Update preprocessing.sh

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• Create Documentation.md

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• Merge pull request #2 from dhesenkamp/tokenizer

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Commits on Oct 7, 2021

• Modified punctuation_remover.py

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• Merge pull request #4 from dhesenkamp/tokenizer

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• Revert "Merge pull request #1 from dhesenkamp/classifier"

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• Merge branch 'main' of https://github.com/dhesenkamp/MLinPractice

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• Resolve merge conflict

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• Resolve merge conflict

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• Merge branch 'lbechberger:main' into main

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• Update Documentation.md

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• Merge branch 'main' of https://github.com/dhesenkamp/MLinPractice

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• Testing of tokenize_input

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• Added stopword remover

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• Refined stopword remover

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• Update stopword_remover.py

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Commits on Oct 8, 2021

• Further refining of stopword remover

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• StopwordRemover(), minor changes

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• Short info on Cohen's kappa

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• Merge pull request #6 from dhesenkamp/stop_word_removal

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• Added Lemmatizer() class

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• Added command line arguments etc

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• Merge branch 'lbechberger:main' into main

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Commits on Oct 11, 2021

• Merge pull request #7 from dhesenkamp/lemmatizer

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• Merge branch 'lbechberger:main' into main

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• Update README.md

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• Merge branch 'main' of https://github.com/dhesenkamp/MLinPractice

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Commits on Oct 12, 2021

• Added feature extraction for month

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• Command line args for month extractor

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• Trying to resolve merge conflict manually

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• Merge pull request #8 from dhesenkamp/feature_month

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• Merge conflict, readme, documentation

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Commits on Oct 13, 2021

• Added SentimentAnalyzer class

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• SentimentAnalyzer() command line args + script

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• readme and documentation for SentimentAnalyzer

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• Merge feature_sentiment into main

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• Update readme.md wrt SentimentAnalyser

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• mlflow added to README.md

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• Added decision tree classifier

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Commits on Oct 14, 2021

• Param optimization

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• Update .gitignore

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• Removed .DS_Store

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Commits on Oct 15, 2021

• Classifier testing

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• Update .gitignore

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Commits on Oct 19, 2021

• Added SVM classifier

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• Update .gitignore to exlcude mlruns subfolder

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Commits on Oct 20, 2021

• SVM classifier testing

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• Merge pull request for classifier_svm

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Commits on Oct 21, 2021

• Implemented Photos feature extractor

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• Command line arguments for Photos feature extractor

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• Troubleshooting & testing

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• Testing complete for Photos() feature extractor

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• Merge pull request feature_photos

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• Created & implemented Mentions() feature extractor

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• Command line args for Mentions() feature extractor

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• Mentions() feature extractor testing

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• Merge pull request feature_mention

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• Merge conflict - manual resolve

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• Update feature_extraction.sh

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• Manually resolved merge conflict of previous pull request from feature_url and feature_mention branches

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• URL() feature extractor testing

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• Variable renaming

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• Feature extraction script testing

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• Update stopword_remover.py

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• Updated svm classifier

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• Pipeline testing

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• Created retweets.py, Update extract_features.py

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• Update examples.py, feature_extraction.py, feature_extraction.sh

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• Create replies.py

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• Update util.py, feature_extraction.py feature_extraction.sh

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• Update extract_features.py, replies.py

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Commits on Oct 22, 2021

• Created hastags.py; Update util.py, extract_feature.py, extract_feature.sh

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• Update classification.sh

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• Merge branch 'main' of https://github.com/dhesenkamp/MLinPractice

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• Merge conflict - random forest classifier

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• Merge conflict Likes() feature extractor

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• Pipeline testing

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Commits on Oct 23, 2021

• Create daytime.py

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• Update daytime.py, extract_feature.sh, extract_feature.py, util.py, examples.py

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• Update run_classifier.py, classification.sh

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Commits on Oct 24, 2021

• Daytime() feature extractor (added one-hot)

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• Update classification.sh

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• Merge conflict

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• manual merge

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• Merge pull request #15 from dhesenkamp/feature_daytime

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• Update daytime.py

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Commits on Oct 25, 2021

• Update daytime.py

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• Update .gitignore

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• Update .gitignore

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• Update Documentation.md

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Commits on Oct 26, 2021

• Update Documentation.md

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• Corrections, code examples

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• Added documentation for lemmatization

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Commits on Oct 27, 2021

• Lemmatization

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• Fixed StopwordRemover()

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• Added all feature extraction steps

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• Merge pull request #16 from dhesenkamp/documentation-visualization

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Commits on Oct 28, 2021

• Created ner.py

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Commits on Oct 29, 2021

• Update .gitignore

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• Update .gitignore

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• Untrack classifier.pickle file (too big)

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• Updates to .gitignore - untracking of some previously tracked files

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• Minor cleanup, documentation

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• Added weights arg to knn classifier

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• Added criterion for split to decision tree

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• Added additional cl args for random forest + updated documentation

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• Removed standardization for random forest (not needed)

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Commits on Oct 30, 2021

• Update examples.py, ner.py, extract_feature.py, feature_extraction.sh

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• Fine tuning for NER() feature extractor

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• Revert "Fine tuning for NER() feature extractor"

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• Fine tuning NER() - manually resolving merge conflict

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• manually resolve merge conflict

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• Merge pull request #17 from dhesenkamp/ner

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• Documentation + minor cleanup

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• Added MLP classifier

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• Merge pull request #18 from dhesenkamp/classifier_mlp

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• Added Gaussian NB classifier

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• Changed from Gaussian to Complement NB

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• Updated SentimentAnalyzer to only return pos values

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• Merge pull request #19 from dhesenkamp/classifier_bayes

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• Update: Clean Code

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• Updated documentation

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• Update README.md

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• Merge branch 'Readme' into main1

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Commits on Oct 31, 2021

• Added evaluation section to documentation

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• Updated classifier to work for param optimization

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• Hyperparameter optimization script

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• Update Documentation.md

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• Summary plots for evaluation metrics

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• Added plots for visualization of results to documentation

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• Added more plots with summary stats

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• Merge pull request #20 from dhesenkamp/param_optimization

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• Documentation + visuals

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• Merge pull request #21 from dhesenkamp/param_optimization

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• Added .py file for plots

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• Update Documentation.md

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• Added tracking results from param optimization

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Commits on Nov 1, 2021

• Added missing resources & citations

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