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Leland McInnes's Projects

bertopic icon bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

bokeh icon bokeh

Interactive Web Plotting for Python

conf icon conf

A collection of talks and tutorials from conferences I attend

enstop icon enstop

Ensemble topic modelling with pLSA

fidgit icon fidgit

An ungodly union of GitHub and Figshare

geomstats icon geomstats

Computations and statistics on manifolds with geometric structures.

glasbey icon glasbey

Algorithmically create or extend categorical colour palettes

hdbscan icon hdbscan

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

hdbscan_paper icon hdbscan_paper

Source files and notebooks for a paper on accelerating HDBSCAN*

hypergraph icon hypergraph

A library for hypergraphs and hypergraph algorithms

hypertools icon hypertools

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

kepler-mapper icon kepler-mapper

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

kereru icon kereru

A density based clustering library

kmodes icon kmodes

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

llm_ai_eo icon llm_ai_eo

Language Models on the AI Executive Order — Deploying text embeddings and Llama2 to answer questions about the Executive Order on Artificial Intelligence issued by President Biden

lod_text_layer icon lod_text_layer

A deck.gl composite layer providing level of detail text support

penguins icon penguins

A great intro dataset for data exploration & visualization (alternative to iris).

pomegranate icon pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

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