umap topic

List umap repositories

pandora

133
Stars
21
Forks
Watchers

PANDORA - Predictive Analytics aNd Data Oriented Research Applications :computer:

AnnA_Anki_neuronal_Appendix

59
Stars
1
Forks
Watchers

Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity

dbMAP

46
Stars
4
Forks
Watchers

A fast, accurate, and modularized dimensionality reduction approach based on diffusion harmonics and graph layouts. Escalates to millions of samples on a personal laptop. Adds high-dimensional big dat...

umap-sharp

34
Stars
5
Forks
Watchers

C# library for fast embeddings projection using Uniform Manifold Approximation and Projection

Unsupervised-Learning-in-R

47
Stars
12
Forks
Watchers

Workshop (6 hours): Clustering (Hdbscan, LCA, Hopach), dimension reduction (UMAP, GLRM), and anomaly detection (isolation forests).

Doc2Map

26
Stars
5
Forks
Watchers

Transform a corpus of text documents (any kind) into a map with different zoom levels and topics names to summarise sub corpus of similar docs.

scarf

100
Stars
12
Forks
Watchers

Toolkit for highly memory efficient analysis of single-cell RNA-Seq, scATAC-Seq and CITE-Seq data. Analyze atlas scale datasets with millions of cells on laptop.

image-tsne

30
Stars
9
Forks
Watchers

This repo contains a series of notebook to arrange cultural artifacts and explore patters in metadata. 🎨

2D_Text_Clustering

15
Stars
5
Forks
Watchers

Using word embeddings, TFIDF and text-hashing to cluster and visualise text documents

lamp

25
Stars
4
Forks
Watchers

deep learning and scientific computing framework with native CPU and GPU backend for the Scala programming language