umap topic
pandora
PANDORA - Predictive Analytics aNd Data Oriented Research Applications :computer:
AnnA_Anki_neuronal_Appendix
Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity
dbMAP
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
C# library for fast embeddings projection using Uniform Manifold Approximation and Projection
Unsupervised-Learning-in-R
Workshop (6 hours): Clustering (Hdbscan, LCA, Hopach), dimension reduction (UMAP, GLRM), and anomaly detection (isolation forests).
Doc2Map
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
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
This repo contains a series of notebook to arrange cultural artifacts and explore patters in metadata. 🎨
2D_Text_Clustering
Using word embeddings, TFIDF and text-hashing to cluster and visualise text documents
lamp
deep learning and scientific computing framework with native CPU and GPU backend for the Scala programming language