Leland McInnes (@lmcinnes)
github

lmcinnes

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Top repositories

1

umap

Uniform Manifold Approximation and Projection
Python
6,956
star
2

pynndescent

A Python nearest neighbor descent for approximate nearest neighbors
Python
838
star
3

glasbey

Algorithmically create or extend categorical colour palettes
Python
152
star
4

enstop

Ensemble topic modelling with pLSA
Python
109
star
5

subreddit_mapping

Notebooks and data associated to constructing and exploring a map of subreddits.
Jupyter Notebook
53
star
6

sstsne

Semi-Supervised t-SNE using a Bayesian prior based on partial labelling
Python
41
star
7

umap_paper_notebooks

Notebooks in support of the UMAP paper
Jupyter Notebook
41
star
8

hdbscan_paper

Source files and notebooks for a paper on accelerating HDBSCAN*
Jupyter Notebook
30
star
9

hypergraph

A library for hypergraphs and hypergraph algorithms
Python
27
star
10

kereru

A density based clustering library
8
star
11

tdc

Topological Density-based Clustering
Python
6
star
12

topic_mapping

HTML
6
star
13

bayesian_tsne

A flexible Bayesian approach to t-SNE dimension reduction.
6
star
14

umap_doc_notebooks

Notebooks used to generate some of the UMAP documentation
Jupyter Notebook
2
star
15

datamapplot_examples

Hosting examples of interactive datamapplot output
HTML
1
star