Leland McInnes (@lmcinnes)
github

lmcinnes

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Top repositories

1

umap

Uniform Manifold Approximation and Projection
Python
7,410
star
2

pynndescent

A Python nearest neighbor descent for approximate nearest neighbors
Python
882
star
3

glasbey

Algorithmically create or extend categorical colour palettes
Python
171
star
4

enstop

Ensemble topic modelling with pLSA
Python
112
star
5

subreddit_mapping

Notebooks and data associated to constructing and exploring a map of subreddits.
Jupyter Notebook
54
star
6

umap_paper_notebooks

Notebooks in support of the UMAP paper
Jupyter Notebook
43
star
7

sstsne

Semi-Supervised t-SNE using a Bayesian prior based on partial labelling
Python
42
star
8

hdbscan_paper

Source files and notebooks for a paper on accelerating HDBSCAN*
Jupyter Notebook
31
star
9

hypergraph

A library for hypergraphs and hypergraph algorithms
Python
28
star
10

tdc

Topological Density-based Clustering
Python
8
star
11

kereru

A density based clustering library
8
star
12

topic_mapping

HTML
6
star
13

datamapplot_examples

Hosting examples of interactive datamapplot output
HTML
6
star
14

bayesian_tsne

A flexible Bayesian approach to t-SNE dimension reduction.
6
star
15

umap_doc_notebooks

Notebooks used to generate some of the UMAP documentation
Jupyter Notebook
3
star