├── .gitignore ├── LICENSE ├── README.md ├── Vagrantfile ├── assets ├── solution-diagram-drawio.xml └── solution-diagram.png ├── data ├── README.md └── aux │ ├── spelling_corrections.json │ └── stopwords.vocab ├── notebooks ├── assets │ ├── bi-lstm-with-magic.png │ ├── cnn-with-magic.png │ ├── mlp-with-magic.png │ └── siamese-lstm-attention.png ├── classify-lightgbm-cv-pred.ipynb ├── cv-feature-dropout.ipynb ├── cv-overfit-ftim.ipynb ├── cv-sigopt-search.ipynb ├── cv_random_search_keras.py ├── eda-features.ipynb ├── feature-3rdparty-abhishek.ipynb ├── feature-3rdparty-dasolmar-whq.ipynb ├── feature-3rdparty-image-similarity.ipynb ├── feature-3rdparty-mephistopheies.ipynb ├── feature-fuzzy.ipynb ├── feature-jaccard-ngrams.ipynb ├── feature-lda.ipynb ├── feature-magic-cooccurrence-matrix.ipynb ├── feature-magic-frequencies.ipynb ├── feature-magic-pagerank.ipynb ├── feature-master-csv.ipynb ├── feature-nlp-tags.ipynb ├── feature-oofp-nn-bi-lstm-with-magic.ipynb ├── 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