Source files and notebooks for a paper on accelerating HDBSCAN*
リポジトリ
lmcinnes のリポジトリ
A library for hypergraphs and hypergraph algorithms
Multidimensional data analysis
A python toolbox for gaining geometric insights into high-dimensional data
"The world of Jupyter"—a tutorial
KeplerMapper is a Python class for visualization of high-dimensional data and 3-D point cloud data.
A density based clustering library
Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data
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
Presentations built with manim-slides
Third-party Packages Webpage
Handle Param sphinx docstrings
A great intro dataset for data exploration & visualization (alternative to iris).
Tools for benchmarking implementations of Wassersteing-Kantorovich distance between persistence diagrams
Fast, flexible and easy to use probabilistic modelling in Python.
A Python nearest neighbor descent for approximate nearest neighbors
A conda-smithy repository for pynndescent.
source code to readthedocs.org
Topic modeling helpers using managed language models from Cohere. Name text clusters using large GPT models.