BEACON

← candidates

PyPI hyperopt @0.3.0

score
0.7458 high
flagged 2026-07-24 08:40
signals by category
identity 1 content 2 cadence 1

maintainers added: James Bergstra <james.bergstra@gmail.com>

package profile →

amplifiers co-occurring signal pairs that lift the final score

Signals fired

signalweightrationale
identity
maintainer_email_changed 0.7 new identity email(s): ['James Bergstra <james.bergstra@gmail.com>']
content
license_changed 0.4 'BSD' -> 'BSD-3-Clause'
attestation_dropped 0.8 prior version(s) ['0.3.0rc0'] carried PEP 740 attestations; 0.3.0 has none
cadence
dormant_burst 1.0 dormant 1710d (prev 0.2.7), then 0.3.0 just published

Prior profile (what it deviated from)

{
  "had_install_script": false,
  "maintainers": [
    "james.bergstra@gmail.com"
  ],
  "versions": 14
}

Evidence (package doc at flag time)

{
  "author_email": "James Bergstra <james.bergstra@gmail.com>",
  "classifiers": [
    "Development Status :: 3 - Alpha",
    "Environment :: Console",
    "Intended Audience :: Developers",
    "Intended Audience :: Education",
    "Intended Audience :: Science/Research",
    "Operating System :: MacOS :: MacOS X",
    "Operating System :: Microsoft :: Windows",
    "Operating System :: POSIX",
    "Operating System :: Unix",
    "Programming Language :: Python",
    "Programming Language :: Python :: 3",
    "Programming Language :: Python :: 3 :: Only",
    "Programming Language :: Python :: 3.10",
    "Programming Language :: Python :: 3.11",
    "Programming Language :: Python :: 3.12",
    "Programming Language :: Python :: 3.8",
    "Programming Language :: Python :: 3.9",
    "Topic :: Scientific/Engineering",
    "Topic :: Software Development"
  ],
  "home_page": null,
  "last_serial": 39334231,
  "latest_version": "0.3.0",
  "maintainer_email": null,
  "num_versions": 15,
  "project_urls": {
    "Homepage": "https://hyperopt.github.io/hyperopt",
    "Source": "https://github.com/hyperopt/hyperopt"
  },
  "requires_dist_count": 11,
  "signal_details": {
    "_amplifiers": [
      "dormant_burst + maintainer_email_changed: classic ATO: dormant package taken over and republished (+0.20)"
    ],
    "attestation_dropped": "prior version(s) ['0.3.0rc0'] carried PEP 740 attestations; 0.3.0 has none",
    "dormant_burst": "dormant 1710d (prev 0.2.7), then 0.3.0 just published",
    "license_changed": "'BSD' -> 'BSD-3-Clause'",
    "maintainer_email_changed": "new identity email(s): ['James Bergstra <james.bergstra@gmail.com>']"
  },
  "yanked": false,
  "yanked_reason": null
}