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richielo / depression_classifiers

Classifiers for depression

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convolutional-neural-networksdeep-neural-networks

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

Results

Result table

Illustration

Chinese

Chinese illustration

English

Chinese illustration

Candidate Architecture

Candidate Architecture

About

Classifiers for depression

convolutional-neural-networksdeep-neural-networks

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Language:Jupyter Notebook 71.0%Language:HTML 28.8%Language:Python 0.2%