anirudhnshandilya

anirudhnshandilya/verdictkit

Local text routing that knows when to abstain. Train from examples, return typed decisions, and inspect matching evidence. Python SDK, CLI, and playground. No API keys or runtime dependencies.

0 stars 0 forks 0 watchers Python MIT License

classification cli explainable-ai jev jev-ai jev-api jev-model local-first machine-learning nlp offline python routing text-classification tf-idf

6 Open Issues Need Help Last updated: Oct 8, 2026

Open Issues Need Help

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persistence: save models atomically 27 days ago

bug help wanted reliability

anirudhnshandilya/verdictkit

0

Local text routing that knows when to abstain. Train from examples, return typed decisions, and inspect matching evidence. Python SDK, CLI, and playground. No API keys or runtime dependencies.

Python

#classification#cli#explainable-ai#jev#jev-ai#jev-api#jev-model#local-first#machine-learning#nlp#offline#python#routing#text-classification#tf-idf

privacy: allow prediction evidence text to be omitted 27 days ago

enhancement help wanted privacy

anirudhnshandilya/verdictkit

0

Local text routing that knows when to abstain. Train from examples, return typed decisions, and inspect matching evidence. Python SDK, CLI, and playground. No API keys or runtime dependencies.

Python

#classification#cli#explainable-ai#jev#jev-ai#jev-api#jev-model#local-first#machine-learning#nlp#offline#python#routing#text-classification#tf-idf

evaluation: report precision and recall for each label 27 days ago

enhancement help wanted evaluation

anirudhnshandilya/verdictkit

0

Local text routing that knows when to abstain. Train from examples, return typed decisions, and inspect matching evidence. Python SDK, CLI, and playground. No API keys or runtime dependencies.

Python

#classification#cli#explainable-ai#jev#jev-ai#jev-api#jev-model#local-first#machine-learning#nlp#offline#python#routing#text-classification#tf-idf

cli: support streaming JSONL batch prediction 27 days ago

enhancement help wanted cli

anirudhnshandilya/verdictkit

0

Local text routing that knows when to abstain. Train from examples, return typed decisions, and inspect matching evidence. Python SDK, CLI, and playground. No API keys or runtime dependencies.

Python

#classification#cli#explainable-ai#jev#jev-ai#jev-api#jev-model#local-first#machine-learning#nlp#offline#python#routing#text-classification#tf-idf

cli: add a --version option 27 days ago

enhancement good first issue

anirudhnshandilya/verdictkit

0

Local text routing that knows when to abstain. Train from examples, return typed decisions, and inspect matching evidence. Python SDK, CLI, and playground. No API keys or runtime dependencies.

Python

#classification#cli#explainable-ai#jev#jev-ai#jev-api#jev-model#local-first#machine-learning#nlp#offline#python#routing#text-classification#tf-idf

docs: add a complete boolean and numeric-level quickstart 27 days ago

documentation good first issue

anirudhnshandilya/verdictkit

0

Local text routing that knows when to abstain. Train from examples, return typed decisions, and inspect matching evidence. Python SDK, CLI, and playground. No API keys or runtime dependencies.

Python

#classification#cli#explainable-ai#jev#jev-ai#jev-api#jev-model#local-first#machine-learning#nlp#offline#python#routing#text-classification#tf-idf