├── .gitignore ├── LICENSE ├── README.md ├── docker-compose.yml ├── modelapi ├── Dockerfile ├── README.md ├── main.py ├── modelapi │ ├── Relabeler.py │ ├── Tokenizer.py │ └── install_nltk.py ├── models │ └── weighted_svm.joblib ├── requirements.txt ├── setup.cfg └── setup.py ├── models └── weighted_svm.joblib ├── notebooks ├── Dockerfile ├── images │ ├── 1D-max-pooling-operation.png │ ├── 1d-convolutional.jpg │ ├── Basic-architecture-of-CNN.png │ ├── buildsuccess.png │ ├── cloudrun.png │ ├── cnn_architecture.png │ ├── coeff1.png │ ├── coeff2.png │ ├── deployapi.png │ ├── dropout.jpg │ ├── fastapi1.png │ ├── fastapi2.png │ ├── gcr.png │ ├── inputpage.png │ ├── learningcurve.png │ ├── outputpage.png │ ├── svm.png │ ├── tfidf.png │ ├── tfidf2.png │ └── under_over_sampling.png ├── nlp1.ipynb ├── nlp2.ipynb ├── nlp3.ipynb ├── nlp4.ipynb ├── requirements.txt └── utils │ ├── Plot_ROC_PR_Curve.py │ ├── create_glove.py │ ├── evaluator.py │ ├── feature_plots.py │ └── learningcurve.py └── webapp ├── Dockerfile ├── README.md ├── app ├── main.py ├── static │ ├── css │ │ ├── bootstrap-theme.css │ │ ├── bootstrap-theme.css.map │ │ ├── bootstrap-theme.min.css │ │ ├── bootstrap-theme.min.css.map │ │ ├── bootstrap.css │ │ ├── bootstrap.css.map │ │ ├── bootstrap.min.css │ │ ├── bootstrap.min.css.map │ │ └── theme.css │ ├── fonts │ │ ├── glyphicons-halflings-regular.eot │ │ ├── glyphicons-halflings-regular.svg │ │ ├── glyphicons-halflings-regular.ttf │ │ ├── glyphicons-halflings-regular.woff │ │ └── glyphicons-halflings-regular.woff2 │ ├── images │ │ ├── abstract.png │ │ └── arxiv.png │ └── js │ │ ├── bootstrap.js │ │ ├── bootstrap.min.js │ │ └── npm.js └── templates │ ├── about.html │ ├── input.html │ ├── output.html │ ├── starter-template.css │ └── theme.css └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdh266/TextClassificationApp/HEAD/.gitignore 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