├── README.md ├── data ├── README.md └── results │ ├── task1.tsv │ ├── task2.tsv │ └── task3.tsv ├── docs ├── _autoencoder.png ├── _blog-post.png ├── _dlk.jpg ├── _feed-forward-network.png ├── _keras.png ├── _lstm.png ├── _neural-network-zoo.png ├── _nltk.jpg ├── _pydata-logo.png ├── _results_1.png ├── _results_2.png ├── _results_3.png ├── _sklearn.png ├── _summation.png ├── _typed-text.jpg ├── attn-eqn-1.latex ├── attn-eqn-1.png ├── attn-eqn-2.latex ├── attn-eqn-2.png ├── eeap-3a-block.dia ├── eeap-3a-block.png ├── eeap-3a-eqn.latex ├── eeap-3a-eqn.png ├── eeap-3b-block.dia ├── eeap-3b-block.png ├── eeap-3b-eqn.latex ├── eeap-3b-eqn.png ├── eeap-3c-block.dia ├── eeap-3c-block.png ├── eeap-3c-eqn.latex ├── eeap-3c-eqn.png ├── eeap-3d-block.dia ├── eeap-3d-block.png ├── eeap-3d-eqn.dia ├── eeap-3d-eqn.latex ├── eeap-3d-eqn.png ├── eeap-step-1.dia ├── eeap-step-1.png ├── eeap-step-2.dia ├── eeap-step-2.png ├── eeap-step-3.dia ├── eeap-step-3.png ├── eeap-step-4.dia ├── eeap-step-4.png ├── eeap-step3a.dia ├── eeap-step3a.png ├── eeap-step3b.dia ├── eeap-step3b.png ├── eeap-step3c.dia ├── eeap-step3c.png ├── eeap-step3d.dia ├── eeap-step3d.png ├── example-1-1.dia ├── example-1-1.png ├── example-1-2.dia ├── example-1-2.png ├── example-1-3.dia ├── example-1-3.png ├── example-2.dia ├── example-2.png ├── example-3.dia ├── example-3.png ├── pre-dl-text-pipeline-ir.dia ├── pre-dl-text-pipeline-ir.png ├── pre-dl-text-pipeline-ml.dia ├── pre-dl-text-pipeline-ml.png ├── presentation_slides.pptx ├── word-embedding.dia └── word-embedding.png └── src ├── 00-ng-data-analysis.ipynb ├── 01-ng-clf-baseline.ipynb ├── 02-ng-clf-ep.ipynb ├── 03-ng-clf-eep.ipynb ├── 04a-ng-clf-eeap.ipynb ├── 04b-ng-clf-eeap.ipynb ├── 04c-ng-clf-eeap.ipynb ├── 05a-ng-sim-eep.ipynb ├── 05b-ng-sim-eeap.ipynb ├── 05c-ng-sim-eeap.ipynb ├── 06-sts-data-analysis.ipynb ├── 07a-sts-sim-eep.ipynb ├── 07ba-sts-sim-eeap.ipynb ├── 07bb-sts-sim-eeap.ipynb ├── 07bc-sts-sim-eeap.ipynb ├── 07c-sts-viz-eeap.ipynb ├── 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