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marc21-learn

PyPIInfrastructure🇩🇪

No liveness check has reached it yet; it is registered on GitHub and PyPI and has been in the index since 8 Oct 2026. How this is checked

marc21-learn is an open-source Python toolkit that bridges MARC21 bibliographic records and scikit-learn workflows. It helps developers and library data scientists prepare library metadata for machine-learning applications.

Inferred · not functionally tested

Open SourceEUPL-1.2CLISelf-hosted
Visit PyPI
5stars
1fork
4features
2026since

Overview

4 features

Purpose: Converting and preparing MARC21 bibliographic data for machine-learning workflows.

Inferred · not functionally tested

Audience: developers and library data scientists

Inferred · not functionally tested

Functions: Unknown

Interfaces: API: unknown · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: EUPL-1.2 · platforms: CLI · deployment: cli, self_hosted

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org · github.com. These links do not verify the individual claims.

marc21-learn is a Frameworks & SDKs project. Inferred · not functionally tested: It focuses on converting and preparing MARC21 bibliographic data for machine-learning workflows. Inferred · not functionally tested: It is built as an open-source project for developers and library data scientists. Basis unknown · not verified: marc21-learn is open source under the EUPL-1.2 license. Basis unknown · not verified: It ships for the command line, and it can be self-hosted.

Deutsche Nationalbibliothek builds and maintains marc21-learn, and it first shipped in 2026. Development happens publicly on GitHub with 84 commits in the last 90 days. Inferred · not functionally tested: Among its 4 catalogued features are MARC21 parsing, scikit-learn integration, and bibliographic data processing.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • MARC21 parsing
  • Scikit-learn integration
  • Bibliographic data processing
  • Machine-learning workflows

Topics: Inferred · not functionally tested

Tags
marc21scikit-learnbibliographic-datamachine-learning-toolkit

JSON profile · Text profile · Access guide

Built with & integrations

Runs on
CLISelf-hosted

Trust & compliance

License
EUPL-1.2
Public signals
HTTPSOpen SourceGitHub · ★ 5Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed8 Oct · 09:38 UTC
    marc21-learn seen via PyPI Bulk Enumerator
    Source: PyPI Bulk Enumerator · Open

Frequently asked questions about marc21-learn

What is marc21-learn?
Inferred · not functionally tested: Marc21-learn focuses on converting and preparing MARC21 bibliographic data for machine-learning workflows. It is catalogued under Frameworks & SDKs on PulseGate.
Who should use marc21-learn?
Inferred · not functionally tested: marc21-learn is an open-source project built for developers and library data scientists.
Does marc21-learn have a free plan?
Basis unknown · not verified: Yes — marc21-learn is open source under the EUPL-1.2 license and free to use.
What platforms does marc21-learn run on?
Basis unknown · not verified: marc21-learn runs on the command line. It can also be self-hosted.
Is marc21-learn still active?
The GitHub repository shows 84 commits in the last 90 days.
What projects are similar to marc21-learn?
Similar projects tracked by PulseGate include sreelakshmi_csv_quick_summary, lucky_dice, and moneymoney-mcp.sreelakshmi_csv_quick_summarylucky_dicemoneymoney-mcp
Who makes marc21-learn?
marc21-learn is developed by Deutsche Nationalbibliothek, based in Germany.
When did marc21-learn launch?
marc21-learn first shipped in 2026.

Also in Frameworks & SDKs

Same category — not a similarity match