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SPECIFICTION
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Active Learning Toolbox vs ALEF

Active Learning Toolbox

github.com

ALEF

github.com

Side by side

FigureActive Learning ToolboxALEF
Price fromFreeFree
Free planYesYes
Free trial——
Open source——
WindowsYes—
macOSYes—
LinuxYesYes
Self-hostedYes—
Plans published11
Spec score · Active Learning Tools8.1 (#2)7.7 (#4)
LicenseThe repository identifies its license as MIT.The software is open-sourced under the AGPL-3.0 license.
PurposeThe repository provides active-learning query strategies, utilities, and a Jupyter dataset-annotation widget.ALEF provides classes and scripts for active learning of stochastic models such as Gaussian Processes.
SupportThe opened repository page does not state a support service or support response commitment.For code questions, the README names Matthias Bitzer and Cen-You Li as contacts.

Plans

Active Learning Toolbox

  • Active Learning ToolboxFree

Active Learning Toolbox pricing →

ALEF

  • ALEF (AGPL-3.0 open-source software)Free

ALEF pricing →

In their own words

Active Learning Toolbox

Active Learning Toolbox has no write-up on Specifiction yet; its figures are above.

Visit github.com

ALEF

ALEF has no write-up on Specifiction yet; its figures are above.

Visit github.com