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doc/roadmap for v3

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* **I'm submitting a ...** [/] doc * **Summary** This ticket aims to brainstorm ideas for V3 roadmap items and add them to ROAMDMAP.md. Anyone is welcome to throw in...

JasonShin

3rd RandomForest test fails sometimes (esp. during CI)

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* **I'm submitting a ...** [X] bug report [ ] feature request [ ] question about the decisions made in the repository [ ] question about how to use this...

LSBOSS

* **I'm submitting a ...** [/] feature request * **Summary** A classifier with a linear decision boundary, generated by fitting class conditional densities to the data and using Bayes’ rule....

JasonShin

* **I'm submitting a ...** [/] feature request * **Summary** Implement TfdfVectorizer, which will give extra functionality for those who are doing NLPs in Javascript. The code base should look...

JasonShin

feature/StratifiedShuffleSplit

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* **I'm submitting a ...** [/] feature request * **Summary** Implement StartifiedShuffleSplit which is used to sample by assigning a weight to each class. Reference: https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.StratifiedShuffleSplit.html

JasonShin

Refactor all dataSync with arraySync

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* **I'm submitting a ...** [/] enhancement * **Summary** As a result of upgrading the Tensorflow version to 0.15.1, we should refactor all the `dataSycn` with `arraySync`. This will greatly...

JasonShin

Remove stopword module usage

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* **I'm submitting a ...** [/] enhancement * **Summary** The ticket aims to remove `stopword` from the project because the module serves very simple job and we should be able...

JasonShin

feature/CDN js

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* **I'm submitting a ...** [/] feature request * **Summary** Upon each release, we should also make the release available through CDN.js or a similar service. It will allow users...

JasonShin

* **I'm submitting a ...** [/] example * **Summary** Stacked Generalization or stacking is an ensemble algorithm where a new model is trained to combine the predictions from two or...

JasonShin

* **I'm submitting a ...** [/] feature request * **Summary** The ticket aims to implement ElasticNet as part of the LinearModel APIs. It is a variation of LinearRegression with combined...

JasonShin