Depression Classifiers (iimt_mp_ml)

ML Repo (Python) of MindPal, project of IIMT4601, HKU

Notebooks and diagrams for depression classifiers, Results and illustrations are presented below

Data source

Chinese - 800 labelled MicroBlog Data English - ~3500 labelled Tweet Data

Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
.ipynb_checkpoints		.ipynb_checkpoints
__pycache__		__pycache__
anew_dicts		anew_dicts
liwc_dicts		liwc_dicts
presentation_diagrams		presentation_diagrams
saved_model		saved_model
sentiment_lexicons		sentiment_lexicons
stopwords		stopwords
README.md		README.md
chinIllustration.png		chinIllustration.png
chin_data_cleaning.ipynb		chin_data_cleaning.ipynb
cnnModel.png		cnnModel.png
cnnmc_model.ipynb		cnnmc_model.ipynb
cnnmc_model.png		cnnmc_model.png
data_features_extraction.ipynb		data_features_extraction.ipynb
engIllustration.png		engIllustration.png
eng_data_cleaning.ipynb		eng_data_cleaning.ipynb
lvExtractor.py		lvExtractor.py
modelCreator.py		modelCreator.py
nnModel.png		nnModel.png
nn_model.ipynb		nn_model.ipynb
nn_production.ipynb		nn_production.ipynb
resultsTable.png		resultsTable.png
rnn_model.ipynb		rnn_model.ipynb
svm_baseline.ipynb		svm_baseline.ipynb
text_features_extractor.py		text_features_extractor.py
text_features_extractor.pyc		text_features_extractor.pyc