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John Healy's Projects

bm25transformer icon bm25transformer

(Python) transform a document-term matrix to an Okapi/BM25 representation

embedallthethings icon embedallthethings

Slides and suplemental notebooks for my PyData LA 2019 talk titled "Embed all the things"

hdbscan icon hdbscan

A high performance implementation of HDBSCAN clustering.

kivent icon kivent

KivEnt is an entity-based game engine for Kivy

kivy icon kivy

Open source UI framework written in Python, running on Windows, Linux, OS X, Android and iOS

notebooks icon notebooks

Learning notebooks that I and a few colleagues have put together.

textmap icon textmap

Tools for word and document embedding using UMAP

thisnotthat icon thisnotthat

A visual labeling system implemented in Jupyter widgets.

umap icon umap

Uniform Manifold Approximation and Projection

yellowbrick icon yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.

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