Top 4 Python topological-data-analysis Projects

umap

10 6,946 8.3 Python

Uniform Manifold Approximation and Projection

Project mention: [OC] Clustering Images with OpenAI CLIP, T-SNE, UMAP & Plotly | /r/dataisbeautiful | 2023-04-29

UMAP GitHub repository: https://github.com/lmcinnes/umap

giotto-tda

2 805 0.0 Python

A high-performance topological machine learning toolbox in Python
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
findpeaks

1 201 7.9 Python

The detection of peaks and valleys in a 1d-vector or 2d-array (image)
TARDIS

1 36 6.8 Python

TARDIS: Topological Algorithms for Robust DIscovery of Singularities (by aidos-lab)

Project mention: 🌐🔬 Introducing TARDIS, a breakthrough AI framework designed to identify singularities in complex spaces and capture unique structures and local geometric complexity in image data. | /r/artificial | 2023-06-17

👨‍💻 GitHub Repo: https://github.com/aidos-lab/TARDIS

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).