PySptools Icon

PySptools

beta

Hyperspectral algorithms for Python

5.0 Stars (1)
0 Downloads (This Week)
Last Update:
Download pysptools-0.14.2.tar.gz
Browse All Files

Screenshots

Description

A lightweight hyperspectral imaging library that provides developers with spectral algorithms for the Python programming language. New for v0.14.x: a scikit-learn bridge (alpha and partial).

The functions and classes are organized by topics:
* abundance maps: FCLS, NNLS, UCLS
* classification: AbundanceClassification, NormXCorr, KMeans SAM, SID, SVC
* detection: ACE, CEM, GLRT, MatchedFilter, OSP
* distance: chebychev, NormXCorr, SAM, SID
* endmembers extraction: ATGP, FIPPI, NFINDR, PPI
* material count: HfcVd, HySime
* noise: Savitzky Golay, MNF, whiten
* sigproc: bilateral
* sklearn: HyperEstimatorCrossVal, HyperSVC and others
* spectro: convex hull quotient, features extraction (tetracorder style), USGS06 lib interface
* util: load_ENVI_file, load_ENVI_spec_lib, corr, cov and others

The library do an extensive use of the numpy numeric library and can achieve good speed. The library is mature enough and is very usable even if the development is at a beta step.

PySptools Web Site

KEEP ME UPDATED

Other Useful Business Software

Protect your Network & Cloud Assets with USM Anywhere Icon

Discover a better way to detect & respond to threats before they impact your business with AlienVault USM Anywhere.

Protect your Network & Cloud Assets with USM Anywhere Icon
AlienVault® Unified Security Management™ (USM™) is an innovative approach to security monitoring, delivered in a unified platform. The USM platform includes five essential security capabilities that provide resource-constrained organizations with everything they need for effective threat detection, incident response, and compliance management, in a single pane of glass.

User Ratings

★★★★★
★★★★
★★★
★★
1
0
0
0
0
ease 1 of 5 2 of 5 3 of 5 4 of 5 5 of 5 5 / 5
features 1 of 5 2 of 5 3 of 5 4 of 5 5 of 5 5 / 5
design 1 of 5 2 of 5 3 of 5 4 of 5 5 of 5 5 / 5
support 1 of 5 2 of 5 3 of 5 4 of 5 5 of 5 5 / 5
Write a Review

User Reviews

  • 1 of 5 2 of 5 3 of 5 4 of 5 5 of 5

    Great job! Always good to see more hyperspectral tools. I think you should seriously consider "going into business" with the developer of SPy. You both have great packages and I believe that together you will get more recognition in the community as a "go to" toolbox. Keep up the good work.

    Posted 03/14/2014
Read more reviews

Additional Project Details

Intended Audience

Advanced End Users, Developers

Programming Language

Python

Registered

2013-04-07

Thanks for helping keep SourceForge clean.

Screenshot instructions:
Windows
Mac
Red Hat Linux   Ubuntu

Click URL instructions:
Right-click on ad, choose "Copy Link", then paste here →
(This may not be possible with some types of ads)

More information about our ad policies
X

Briefly describe the problem (required):

Upload screenshot of ad (required):
Select a file, or drag & drop file here.

Please provide the ad click URL, if possible:

Get latest updates about Open Source Projects, Conferences and News.

Sign up for the SourceForge newsletter:

JavaScript is required for this form.

No, thanks