lmcinnes

hdbscan

A high performance implementation of HDBSCAN clustering. http://hdbscan.readthedocs.io/en/latest/

subreddit_mapping

Notebooks and data associated to constructing and exploring a map of subreddits.

sstsne

Semi-Supervised t-SNE using a Bayesian prior based on partial labelling

hdbscan_paper

Source files and notebooks for a paper on accelerating HDBSCAN*

hypergraph

A library for hypergraphs and hypergraph algorithms

bayesian_tsne

A flexible Bayesian approach to t-SNE dimension reduction.

tdc

Topological Density-based Clustering

LargeVis

scipy-2017-sklearn

Scipy 2017 scikit-learn tutorial by Alex Gramfort and Andreas Mueller

kepler-mapper

KeplerMapper is a Python class for visualization of high-dimensional data and 3-D point cloud data.

kmodes

Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data

scikit-learn

scikit-learn: machine learning in Python

jupyter-tutorial

"The world of Jupyter"—a tutorial

Slides-SciPyConf-2018

A repository for public storage of slides given at the 17th Python in Science Conferences (2018)

conf

A collection of talks and tutorials from conferences I attend

fidgit

An ungodly union of GitHub and Figshare

geomstats

Computations and statistics on manifolds with geometric structures.

hypertools

A python toolbox for gaining geometric insights into high-dimensional data

python3statement.github.io

readthedocs.org

source code to readthedocs.org

scipy

Scipy library main repository

scipy2018-jupyterlab-tutorial

Tutorial material and instruction for scipy 2018 jupyterlab tutorial