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IDSLab 0.1.0: first public release

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@hashtagRR hashtagRR released this 17 Oct 13:36
· 22 commits to main since this release

First public release. Any acyclic cascade of classifier, type and detector stages; greedy selection on VAL with an off option; first-stage controls, frontier gap and paired bootstrap; held-out family and natural novelty modes; external scores with provenance checks; Markdown, JSON and HTML reports; the web dashboard.

Changes

First public release.

  • Documentation in docs/: getting started, config reference, protocol and controls, models, outputs,
    command line, dashboard.
  • examples/custom_adapter.py (a model behind its own adapter class) and
    examples/external_score_job.py (an outside training job that writes an accepted score file),
    both covered by the test suite.
  • Package metadata for PyPI, a citation file and a test workflow.

Install

This version is not on PyPI; install it from its tag:

pip install "git+https://github.com/hashtagRR/IDSLab.git@v0.1.0"

The current version installs with pip install idslab. Every change is in CHANGELOG.md.