Skip to main content

Axis-Aligned Decomposition of Linear Projections.

Project description

AxisProj

Axis-Aligned Decomposition of Linear Projections

Installation

pip install axisproj

From source:

pip install -e . or python setup.py

Usage

from axisproj import LPPObjective, optiomal

objective = LPPObjective(knn=12,sigma=0.3)
lp, ap = optimal(X, objective)

Three linear projection objectives are defined in axisproj.objective

  • LDEObjective
  • LPPObjective
  • PCAObjective

optimal() also accepts an optional histogram function. The default value is generated using the precision_recall.histogram functor.

Acknowledgment

This package is a rewrite of the LLNL code described in

"Exploring High-Dimensional Structure via Axis-Aligned Decomposition of Linear Projections Linear Axis-Aligned", J. J. Thiagarajan, S. Liu, K. N. Ramamurthy and P.-T. Bremer, EuroVis 2018

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

axisproj-0.2.3.tar.gz (7.9 kB view hashes)

Uploaded source

Built Distribution

axisproj-0.2.3-py2.py3-none-any.whl (10.6 kB view hashes)

Uploaded py2 py3

Supported by

AWS AWS Cloud computing Datadog Datadog Monitoring Facebook / Instagram Facebook / Instagram PSF Sponsor Fastly Fastly CDN Google Google Object Storage and Download Analytics Huawei Huawei PSF Sponsor Microsoft Microsoft PSF Sponsor NVIDIA NVIDIA PSF Sponsor Pingdom Pingdom Monitoring Salesforce Salesforce PSF Sponsor Sentry Sentry Error logging StatusPage StatusPage Status page