Search Packages

umap-learn

Uniform Manifold Approximation and Projection

opentsne

Extensible, parallel implementations of t-SNE

minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

scikit-fda

Functional Data Analysis Python package

pymde

Minimum-distortion embedding with PyTorch

pymorton

A lightweight and efficient Python Morton encoder with support for geo-hashing

phate

PHATE (Potential of Heat-diffusion for Affinity-based Transition Embedding) is a tool for visualizing high dimensional data.

palantir

Single cell trajectory detection

torchdr

TorchDR - PyTorch Dimensionality Reduction

xeofs

Comprehensive EOF analysis in Python with xarray: A versatile, multidimensional, and scalable tool for advanced climate data analysis

fabba

An efficient symbolic time series approximation with ABBA.

ivis

Dimensionality reduction in very large datasets using Siamese Networks

sphereql

Spherical coordinate knowledge representation — fast semantic search, visualization, and analysis

adnmtf

Non-Negative Matrix and Tensor Factorizations

driada

Population and element-level analysis of neuronal computations

topometry

Tools for single-cell geometric analysis, clustering and visualization.

chemplot

A python package for chemical space visualization.

tsimcne

Visualization tool for unsupervised image visualization (ICLR 2023)

ppca-rs

Python+Rust implementation of the Probabilistic Principal Component Analysis model

timecorr

Estimate dynamic high-order correlations in multivariate timeseries data

somu

A simple high-performance implementation of the Self-Organizing Map (SOM) algorithm in Rust, exposed as a Python module.

mycorrhiza

Mycorrhiza population assignment tools.

evomap

A Python Toolbox for Mapping Evolving Relationship Data

mafese

Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python