Jason Shin
Jason Shin
* **I'm submitting a ...** [/] feature request * **Summary** The ticket aims to research and implement a simple version of the genetic algorithm. * **Reference** - https://towardsdatascience.com/evolution-of-a-salesman-a-complete-genetic-algorithm-tutorial-for-python-6fe5d2b3ca35 - https://towardsdatascience.com/genetic-algorithm-implementation-in-python-5ab67bb124a6...
* **I'm submitting a ...** [/] feature request * **Summary** An AdaBoost classifier is a meta-estimator that begins by fitting a classifier on the original dataset and then fits additional...
* **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...
* **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....
* **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...
* **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
* **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...
* **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...
* **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...
* **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...