{"id":1146,"name":"Zoobot","description":"Zoobot: Adaptable Deep Learning Models for Galaxy Morphology - Published in JOSS (2023)","url":"https://github.com/mwalmsley/zoobot","last_synced_at":"2025-09-04T16:15:43.163Z","repository":{"id":38307683,"uuid":"343787617","full_name":"mwalmsley/zoobot","owner":"mwalmsley","description":"Classifies galaxy morphology with Bayesian CNN","archived":false,"fork":false,"pushed_at":"2025-08-29T15:30:04.000Z","size":344850,"stargazers_count":108,"open_issues_count":4,"forks_count":30,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-08-31T21:26:11.504Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mwalmsley.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2021-03-02T13:41:07.000Z","updated_at":"2025-08-29T05:32:49.000Z","dependencies_parsed_at":"2023-02-19T07:16:01.018Z","dependency_job_id":"7f69694d-0eaa-4ae3-b799-7b5f8390c7a1","html_url":"https://github.com/mwalmsley/zoobot","commit_stats":null,"previous_names":[],"tags_count":12,"template":false,"template_full_name":null,"purl":"pkg:github/mwalmsley/zoobot","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mwalmsley","download_url":"https://codeload.github.com/mwalmsley/zoobot/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/sbom","scorecard":{"id":669723,"data":{"date":"2025-08-11","repo":{"name":"github.com/mwalmsley/zoobot","commit":"46c05dd5b8496300fce3e7c84c098b069ede2c6c"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":4.2,"checks":[{"name":"Code-Review","score":0,"reason":"Found 0/2 approved changesets -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/draft-pdf.yml:1","Info: topLevel 'contents' permission set to 'read': .github/workflows/python-publish.yml:17","Warn: no topLevel permission defined: .github/workflows/run_CI.yml:1","Info: no jobLevel write permissions found"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: GNU General Public License v3.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Packaging","score":10,"reason":"packaging workflow detected","details":["Info: Project packages its releases by way of GitHub Actions.: .github/workflows/python-publish.yml:20"],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/draft-pdf.yml:9: update your workflow using https://app.stepsecurity.io/secureworkflow/mwalmsley/zoobot/draft-pdf.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/draft-pdf.yml:11: update your workflow using https://app.stepsecurity.io/secureworkflow/mwalmsley/zoobot/draft-pdf.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/draft-pdf.yml:17: update your workflow using https://app.stepsecurity.io/secureworkflow/mwalmsley/zoobot/draft-pdf.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-publish.yml:25: update your workflow using https://app.stepsecurity.io/secureworkflow/mwalmsley/zoobot/python-publish.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-publish.yml:27: update your workflow using https://app.stepsecurity.io/secureworkflow/mwalmsley/zoobot/python-publish.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/python-publish.yml:35: update your workflow using https://app.stepsecurity.io/secureworkflow/mwalmsley/zoobot/python-publish.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/run_CI.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/mwalmsley/zoobot/run_CI.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/run_CI.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/mwalmsley/zoobot/run_CI.yml/main?enable=pin","Warn: containerImage not pinned by hash: Dockerfile:1: pin your Docker image by updating nvidia/cuda:11.3.1-base-ubuntu20.04 to nvidia/cuda:11.3.1-base-ubuntu20.04@sha256:56c32c52df3572bc7eaeb81b2540bf547fcb2b63306cd9f1b3ecf7229f5bae7e","Warn: pipCommand not pinned by hash: Dockerfile:21","Warn: pipCommand not pinned by hash: Dockerfile:32","Warn: pipCommand not pinned by hash: .github/workflows/python-publish.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/run_CI.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/run_CI.yml:30","Info:   0 out of   6 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   2 third-party GitHubAction dependencies pinned","Info:   0 out of   5 pipCommand dependencies pinned","Info:   0 out of   1 containerImage dependencies pinned"],"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 29 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}},{"name":"Vulnerabilities","score":0,"reason":"207 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2018-34 / GHSA-2fc2-6r4j-p65h","Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2018-33 / GHSA-cw6w-4rcx-xphc","Warn: Project is vulnerable to: PYSEC-2021-857 / GHSA-f7c7-j99h-c22f","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: PYSEC-2017-1 / GHSA-frgw-fgh6-9g52","Warn: Project is vulnerable to: PYSEC-2020-73","Warn: Project is vulnerable to: GHSA-3c5c-7235-994j","Warn: Project is vulnerable to: GHSA-3f63-hfp8-52jq","Warn: Project is vulnerable to: PYSEC-2021-41 / GHSA-3wvg-mj6g-m9cv","Warn: Project is vulnerable to: PYSEC-2020-77 / GHSA-3xv8-3j54-hgrp","Warn: Project is vulnerable to: PYSEC-2020-80 / GHSA-43fq-w8qq-v88h","Warn: Project is vulnerable to: GHSA-44wm-f244-xhp3","Warn: Project is vulnerable to: GHSA-4fx9-vc88-q2xc","Warn: Project is vulnerable to: PYSEC-2021-35 / GHSA-57h3-9rgr-c24m","Warn: Project is vulnerable to: PYSEC-2020-172 / GHSA-5gm3-px64-rw72","Warn: Project is vulnerable to: PYSEC-2021-331 / GHSA-7534-mm45-c74v","Warn: Project is vulnerable to: PYSEC-2021-92 / GHSA-7r7m-5h27-29hp","Warn: Project is vulnerable to: PYSEC-2020-78 / GHSA-8843-m7mw-mxqm","Warn: Project is vulnerable to: PYSEC-2023-227 / GHSA-8ghj-p4vj-mr35","Warn: Project is vulnerable to: PYSEC-2014-87 / GHSA-8m9x-pxwq-j236","Warn: Project is vulnerable to: PYSEC-2022-10 / GHSA-8vj2-vxx3-667w","Warn: Project is vulnerable to: PYSEC-2021-36 / GHSA-8xjq-8fcg-g5hw","Warn: Project is vulnerable to: PYSEC-2016-6 / GHSA-8xjv-v9xq-m5h9","Warn: Project is vulnerable to: PYSEC-2021-42 / GHSA-95q3-8gr9-gm8w","Warn: Project is vulnerable to: PYSEC-2022-168 / GHSA-9j59-75qj-795w","Warn: Project is vulnerable to: PYSEC-2014-10 / GHSA-cfmr-38g9-f2h7","Warn: Project is vulnerable to: PYSEC-2020-76 / GHSA-cqhg-xjhh-p8hf","Warn: Project is vulnerable to: PYSEC-2021-40 / GHSA-f4w8-cv6p-x6r5","Warn: Project is vulnerable to: PYSEC-2021-69 / GHSA-f5g8-5qq7-938w","Warn: Project is vulnerable to: PYSEC-2021-139 / GHSA-g6rj-rv7j-xwp4","Warn: Project is vulnerable to: PYSEC-2015-16 / GHSA-h5rf-vgqx-wjv2","Warn: Project is vulnerable to: PYSEC-2016-5 / GHSA-hggx-3h72-49ww","Warn: Project is vulnerable to: PYSEC-2020-84 / GHSA-hj69-c76v-86wr","Warn: Project is vulnerable to: PYSEC-2016-7 / GHSA-hvr8-466p-75rh","Warn: Project is vulnerable to: PYSEC-2015-15 / GHSA-j6f7-g425-4gmx","Warn: Project is vulnerable to: GHSA-j7hp-h8jx-5ppr","Warn: Project is vulnerable to: PYSEC-2019-110 / GHSA-j7mj-748x-7p78","Warn: Project is vulnerable to: GHSA-jgpv-4h4c-xhw3","Warn: Project is vulnerable to: PYSEC-2022-42979 / GHSA-m2vv-5vj5-2hm7","Warn: Project is vulnerable to: PYSEC-2021-37 / GHSA-mvg9-xffr-p774","Warn: Project is vulnerable to: PYSEC-2020-83 / GHSA-p49h-hjvm-jg3h","Warn: Project is vulnerable to: PYSEC-2022-8 / GHSA-pw3c-h7wp-cvhx","Warn: Project is vulnerable to: PYSEC-2021-93 / GHSA-q5hq-fp76-qmrc","Warn: Project is vulnerable to: PYSEC-2020-82 / GHSA-r7rm-8j6h-r933","Warn: Project is vulnerable to: PYSEC-2014-23 / GHSA-r854-96gq-rfg3","Warn: Project is vulnerable to: PYSEC-2016-8 / GHSA-rwr3-c2q8-gm56","Warn: Project is vulnerable to: PYSEC-2020-81 / GHSA-vcqg-3p29-xw73","Warn: Project is vulnerable to: PYSEC-2020-79 / GHSA-vj42-xq3r-hr3r","Warn: Project is vulnerable to: PYSEC-2021-70 / GHSA-vqcj-wrf2-7v73","Warn: Project is vulnerable to: PYSEC-2016-9 / GHSA-w4vg-rf63-f3j3","Warn: Project is vulnerable to: PYSEC-2014-22 / GHSA-x895-2wrm-hvp7","Warn: Project is vulnerable to: PYSEC-2022-9 / GHSA-xrcv-f9gm-v42c","Warn: Project is vulnerable to: PYSEC-2021-137","Warn: Project is vulnerable to: PYSEC-2021-138","Warn: Project is vulnerable to: PYSEC-2021-317","Warn: Project is vulnerable to: PYSEC-2021-38","Warn: Project is vulnerable to: PYSEC-2021-39","Warn: Project is vulnerable to: PYSEC-2021-94","Warn: Project is vulnerable to: PYSEC-2023-175","Warn: Project is vulnerable to: GHSA-4cv3-v7pv-rfhf","Warn: Project is vulnerable to: GHSA-98fp-7v67-4v3q","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2019-156 / GHSA-xp76-357g-9wqq","Warn: Project is vulnerable to: PYSEC-2023-102","Warn: Project is vulnerable to: PYSEC-2023-114","Warn: Project is vulnerable to: GHSA-2475-53vw-vp25","Warn: Project is vulnerable to: GHSA-27rc-728f-x5w2","Warn: Project is vulnerable to: GHSA-2p9q-h29j-3f5v","Warn: Project is vulnerable to: GHSA-2r2f-g8mw-9gvr","Warn: Project is vulnerable to: GHSA-2vv3-56qg-g2cf","Warn: Project is vulnerable to: GHSA-368v-7v32-52fx","Warn: Project is vulnerable to: GHSA-37jf-mjv6-xfqw","Warn: Project is vulnerable to: GHSA-397c-5g2j-qxpv","Warn: Project is vulnerable to: GHSA-49rq-hwc3-x77w","Warn: Project is vulnerable to: GHSA-4pc4-m9mj-v2r9","Warn: Project is vulnerable to: GHSA-4w68-4x85-mjj9","Warn: Project is vulnerable to: GHSA-54ch-gjq5-4976","Warn: Project is vulnerable to: GHSA-54pp-c6pp-7fpx","Warn: Project is vulnerable to: GHSA-558h-mq8x-7q9g","Warn: Project is vulnerable to: GHSA-5889-7v45-q28m","Warn: Project is vulnerable to: GHSA-5v77-j66x-4c4g","Warn: Project is vulnerable to: GHSA-5w96-866f-6rm8","Warn: Project is vulnerable to: GHSA-5wpj-c6f7-24x8","Warn: Project is vulnerable to: GHSA-647v-r7qq-24fh","Warn: Project is vulnerable to: GHSA-64jg-wjww-7c5w","Warn: Project is vulnerable to: GHSA-66vq-54fq-6jvv","Warn: Project is vulnerable to: GHSA-67pf-62xr-q35m","Warn: Project is vulnerable to: GHSA-689c-r7h2-fv9v","Warn: Project is vulnerable to: GHSA-68v3-g9cm-rmm6","Warn: Project is vulnerable to: GHSA-6hg6-5c2q-7rcr","Warn: Project is vulnerable to: GHSA-6wfh-89q8-44jq","Warn: Project is vulnerable to: GHSA-6x99-gv2v-q76v","Warn: Project is vulnerable to: GHSA-75c9-jrh4-79mc","Warn: Project is vulnerable to: GHSA-762h-vpvw-3rcx","Warn: Project is vulnerable to: GHSA-79h2-q768-fpxr","Warn: Project is vulnerable to: GHSA-7j3m-8g3c-9qqq","Warn: Project is vulnerable to: GHSA-7jvm-xxmr-v5cw","Warn: Project is vulnerable to: GHSA-7x4v-9gxg-9hwj","Warn: Project is vulnerable to: GHSA-828c-5j5q-vrjq","Warn: Project is vulnerable to: GHSA-84jm-4cf3-9jfm","Warn: Project is vulnerable to: GHSA-8fvv-46hw-vpg3","Warn: Project is vulnerable to: GHSA-8w5g-3wcv-9g2j","Warn: Project is vulnerable to: GHSA-8wwm-6264-x792","Warn: Project is vulnerable to: GHSA-93vr-9q9m-pj8p","Warn: Project is vulnerable to: GHSA-94mm-g2mv-8p7r","Warn: Project is vulnerable to: GHSA-97p7-w86h-vcf9","Warn: Project is vulnerable to: GHSA-9942-r22v-78cp","Warn: Project is vulnerable to: GHSA-9cr2-8pwr-fhfq","Warn: Project is vulnerable to: GHSA-9fpg-838v-wpv7","Warn: Project is vulnerable to: GHSA-9j4v-pp28-mxv7","Warn: Project is vulnerable to: GHSA-9v8w-xmr4-wgxp","Warn: Project is vulnerable to: GHSA-9vqj-64pv-w55c","Warn: Project is vulnerable to: GHSA-cg88-rpvp-cjv5","Warn: Project is vulnerable to: GHSA-cqvq-fvhr-v6hc","Warn: Project is vulnerable to: GHSA-cv2p-32v3-vhwq","Warn: Project is vulnerable to: GHSA-cwpm-f78v-7m5c","Warn: Project is vulnerable to: GHSA-f2w8-jw48-fr7j","Warn: Project is vulnerable to: GHSA-f49c-87jh-g47q","Warn: Project is vulnerable to: GHSA-f4rr-5m7v-wxcw","Warn: Project is vulnerable to: GHSA-f4w6-h4f5-wx45","Warn: Project is vulnerable to: GHSA-f637-vh3r-vfh2","Warn: Project is vulnerable to: GHSA-f7r5-q7cx-h668","Warn: Project is vulnerable to: GHSA-ffjm-4qwc-7cmf","Warn: Project is vulnerable to: GHSA-fhfc-2q7x-929f","Warn: Project is vulnerable to: GHSA-fqm2-gh8w-gr68","Warn: Project is vulnerable to: GHSA-fqxc-pvf8-2w9v","Warn: Project is vulnerable to: GHSA-frqp-wp83-qggv","Warn: Project is vulnerable to: GHSA-fv25-wrff-wf86","Warn: Project is vulnerable to: GHSA-fv43-93gv-vm8f","Warn: Project is vulnerable to: GHSA-fxgc-95xx-grvq","Warn: Project is vulnerable to: GHSA-g35r-369w-3fqp","Warn: Project is vulnerable to: GHSA-g468-qj8g-vcjc","Warn: Project is vulnerable to: GHSA-g9fm-r5mm-rf9f","Warn: Project is vulnerable to: GHSA-g9h5-vr8m-x2h4","Warn: Project is vulnerable to: GHSA-gf97-q72m-7579","Warn: Project is vulnerable to: GHSA-gjh7-xx4r-x345","Warn: Project is vulnerable to: GHSA-gq2j-cr96-gvqx","Warn: Project is vulnerable to: GHSA-gw97-ff7c-9v96","Warn: Project is vulnerable to: GHSA-h246-cgh4-7475","Warn: Project is vulnerable to: GHSA-h2wq-prv9-2f56","Warn: Project is vulnerable to: GHSA-h48f-q7rw-hvr7","Warn: Project is vulnerable to: GHSA-h5g4-ppwx-48q2","Warn: Project is vulnerable to: GHSA-h5vq-gw2c-pq47","Warn: Project is vulnerable to: GHSA-h6q3-vv32-2cq5","Warn: Project is vulnerable to: GHSA-h7ff-cfc9-wmmh","Warn: Project is vulnerable to: GHSA-hc2f-7r5r-r2hg","Warn: Project is vulnerable to: GHSA-hq7g-wwwp-q46h","Warn: Project is vulnerable to: GHSA-hrg5-737c-2p56","Warn: Project is vulnerable to: GHSA-hx9q-2mx4-m4pg","Warn: Project is vulnerable to: GHSA-j43h-pgmg-5hjq","Warn: Project is vulnerable to: GHSA-j5w9-hmfh-4cr6","Warn: Project is vulnerable to: GHSA-jjm6-4vf7-cjh4","Warn: Project is vulnerable to: GHSA-jq6x-99hj-q636","Warn: Project is vulnerable to: GHSA-jqm7-m5q7-3hm5","Warn: Project is vulnerable to: GHSA-jvhc-5hhr-w3v5","Warn: Project is vulnerable to: GHSA-m6cv-4fmf-66xf","Warn: Project is vulnerable to: GHSA-m6vp-8q9j-whx4","Warn: Project is vulnerable to: GHSA-mg66-qvc5-rm93","Warn: Project is vulnerable to: GHSA-mgmh-g2v6-mqw5","Warn: Project is vulnerable to: GHSA-mh3m-62v7-68xg","Warn: Project is vulnerable to: GHSA-mv77-9g28-cwg3","Warn: Project is vulnerable to: GHSA-mv8m-8x97-937q","Warn: Project is vulnerable to: GHSA-mw6j-hh29-h379","Warn: Project is vulnerable to: GHSA-p2xf-8hgm-hpw5","Warn: Project is vulnerable to: GHSA-p7hr-f446-x6qf","Warn: Project is vulnerable to: GHSA-p9rc-rmr5-529j","Warn: Project is vulnerable to: GHSA-pf36-r9c6-h97j","Warn: Project is vulnerable to: GHSA-pqhm-4wvf-2jg8","Warn: Project is vulnerable to: GHSA-pxrw-j2fv-hx3h","Warn: Project is vulnerable to: GHSA-q2c3-jpmc-gfjx","Warn: Project is vulnerable to: GHSA-q5jv-m6qw-5g37","Warn: Project is vulnerable to: GHSA-qhw4-wwr7-gjc5","Warn: Project is vulnerable to: GHSA-qjqc-vqcf-5qvj","Warn: Project is vulnerable to: GHSA-qxpx-j395-pw36","Warn: Project is vulnerable to: GHSA-r26c-679w-mrjm","Warn: Project is vulnerable to: GHSA-rc9w-5c64-9vqq","Warn: Project is vulnerable to: GHSA-rcf8-g8jv-vg6p","Warn: Project is vulnerable to: GHSA-rh87-q4vg-m45j","Warn: Project is vulnerable to: GHSA-rjx6-v474-2ch9","Warn: Project is vulnerable to: GHSA-rmg2-f698-wq35","Warn: Project is vulnerable to: GHSA-v5xg-3q2c-c2r4","Warn: Project is vulnerable to: GHSA-v6h3-348g-6h5x","Warn: Project is vulnerable to: GHSA-v7vw-577f-vp8x","Warn: Project is vulnerable to: GHSA-vgvh-2pf4-jr2x","Warn: Project is vulnerable to: GHSA-vm7x-4qhj-rrcq","Warn: Project is vulnerable to: GHSA-vxv8-r8q2-63xw","Warn: Project is vulnerable to: GHSA-w62h-8xjm-fv49","Warn: Project is vulnerable to: GHSA-wq6q-6m32-9rv9","Warn: Project is vulnerable to: GHSA-wqmc-pm8c-2jhc","Warn: Project is vulnerable to: GHSA-wr9v-g9vf-c74v","Warn: Project is vulnerable to: GHSA-wxjj-cgcx-r3vq","Warn: Project is vulnerable to: GHSA-x989-q2pq-4q5x","Warn: Project is vulnerable to: GHSA-xf83-q765-xm6m","Warn: Project is vulnerable to: GHSA-xrp2-fhq4-4q3w","Warn: Project is vulnerable to: GHSA-xvwp-h6jv-7472","Warn: Project is vulnerable to: GHSA-xxcj-rhqg-m46g","Warn: Project is vulnerable to: GHSA-3749-ghw9-m3mg","Warn: Project is vulnerable to: PYSEC-2022-43015 / GHSA-47fc-vmwq-366v","Warn: Project is vulnerable to: PYSEC-2025-41 / GHSA-53q9-r3pm-6pq6","Warn: Project is vulnerable to: PYSEC-2024-252 / GHSA-5pcm-hx3q-hm94","Warn: Project is vulnerable to: GHSA-887c-mr87-cxwp","Warn: Project is vulnerable to: PYSEC-2024-251 / GHSA-pg7h-5qx3-wjr3","Warn: Project is vulnerable to: PYSEC-2024-250","Warn: Project is vulnerable to: PYSEC-2024-259","Warn: Project is vulnerable to: PYSEC-2017-74"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}}]},"last_synced_at":"2025-08-21T19:32:42.301Z","repository_id":38307683,"created_at":"2025-08-21T19:32:42.302Z","updated_at":"2025-08-21T19:32:42.302Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273392330,"owners_count":25097268,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-03T02:00:09.631Z","response_time":76,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"owner":{"login":"mwalmsley","name":"Mike Walmsley","uuid":"7740526","kind":"user","description":"","email":"","website":"www.walmsley.dev","location":"Toronto","twitter":"mike_walmsley_","company":"University of Toronto, @zooniverse ","icon_url":"https://avatars.githubusercontent.com/u/7740526?u=05fcb130c29d043b35edc58c7e54214997713d5f\u0026v=4","repositories_count":53,"last_synced_at":"2023-12-29T17:50:12.392Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/mwalmsley","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-08T12:37:55.741Z","updated_at":"2023-12-29T17:50:12.757Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mwalmsley","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mwalmsley/repositories"},"packages":[{"id":2982236,"name":"zoobot","ecosystem":"pypi","description":"Galaxy morphology classifiers","homepage":"https://github.com/mwalmsley/zoobot","licenses":"GNU General Public License (GPL)","normalized_licenses":["GPL-2.0"],"repository_url":"https://github.com/mwalmsley/zoobot","keywords_array":[],"namespace":null,"versions_count":11,"first_release_published_at":"2021-03-15T17:44:23.000Z","latest_release_published_at":"2025-07-25T20:19:47.000Z","latest_release_number":"2.9.0","last_synced_at":"2025-09-03T22:38:05.056Z","created_at":"2022-04-10T13:11:40.398Z","updated_at":"2025-09-04T09:45:43.434Z","registry_url":"https://pypi.org/project/zoobot/","install_command":"pip install zoobot --index-url https://pypi.org/simple","documentation_url":"https://zoobot.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 4 - Beta","Environment :: GPU :: NVIDIA CUDA","License :: OSI Approved :: GNU General Public License (GPL)","Operating System :: OS Independent","Programming Language :: Python :: 3"],"normalized_name":"zoobot","project_status":null},"repo_metadata":{"id":38307683,"uuid":"343787617","full_name":"mwalmsley/zoobot","owner":"mwalmsley","description":"Classifies galaxy morphology with Bayesian CNN","archived":false,"fork":false,"pushed_at":"2025-08-29T15:30:04.000Z","size":344850,"stargazers_count":108,"open_issues_count":4,"forks_count":30,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-08-31T21:26:11.504Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mwalmsley.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2021-03-02T13:41:07.000Z","updated_at":"2025-08-29T05:32:49.000Z","dependencies_parsed_at":"2023-02-19T07:16:01.018Z","dependency_job_id":"7f69694d-0eaa-4ae3-b799-7b5f8390c7a1","html_url":"https://github.com/mwalmsley/zoobot","commit_stats":null,"previous_names":[],"tags_count":12,"template":false,"template_full_name":null,"purl":"pkg:github/mwalmsley/zoobot","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mwalmsley","download_url":"https://codeload.github.com/mwalmsley/zoobot/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/sbom","scorecard":{"id":669723,"data":{"date":"2025-08-11","repo":{"name":"github.com/mwalmsley/zoobot","commit":"46c05dd5b8496300fce3e7c84c098b069ede2c6c"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":4.2,"checks":[{"name":"Code-Review","score":0,"reason":"Found 0/2 approved changesets -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/draft-pdf.yml:1","Info: topLevel 'contents' permission set to 'read': .github/workflows/python-publish.yml:17","Warn: no topLevel permission defined: .github/workflows/run_CI.yml:1","Info: no jobLevel write permissions found"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: GNU General Public License v3.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Packaging","score":10,"reason":"packaging workflow detected","details":["Info: Project packages its releases by way of GitHub Actions.: .github/workflows/python-publish.yml:20"],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/draft-pdf.yml:9: update your workflow using https://app.stepsecurity.io/secureworkflow/mwalmsley/zoobot/draft-pdf.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/draft-pdf.yml:11: update your workflow using https://app.stepsecurity.io/secureworkflow/mwalmsley/zoobot/draft-pdf.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/draft-pdf.yml:17: update your workflow using https://app.stepsecurity.io/secureworkflow/mwalmsley/zoobot/draft-pdf.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-publish.yml:25: update your workflow using https://app.stepsecurity.io/secureworkflow/mwalmsley/zoobot/python-publish.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-publish.yml:27: update your workflow using https://app.stepsecurity.io/secureworkflow/mwalmsley/zoobot/python-publish.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/python-publish.yml:35: update your workflow using https://app.stepsecurity.io/secureworkflow/mwalmsley/zoobot/python-publish.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/run_CI.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/mwalmsley/zoobot/run_CI.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/run_CI.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/mwalmsley/zoobot/run_CI.yml/main?enable=pin","Warn: containerImage not pinned by hash: Dockerfile:1: pin your Docker image by updating nvidia/cuda:11.3.1-base-ubuntu20.04 to nvidia/cuda:11.3.1-base-ubuntu20.04@sha256:56c32c52df3572bc7eaeb81b2540bf547fcb2b63306cd9f1b3ecf7229f5bae7e","Warn: pipCommand not pinned by hash: Dockerfile:21","Warn: pipCommand not pinned by hash: Dockerfile:32","Warn: pipCommand not pinned by hash: .github/workflows/python-publish.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/run_CI.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/run_CI.yml:30","Info:   0 out of   6 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   2 third-party GitHubAction dependencies pinned","Info:   0 out of   5 pipCommand dependencies pinned","Info:   0 out of   1 containerImage dependencies pinned"],"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 29 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}},{"name":"Vulnerabilities","score":0,"reason":"207 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2018-34 / GHSA-2fc2-6r4j-p65h","Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2018-33 / GHSA-cw6w-4rcx-xphc","Warn: Project is vulnerable to: PYSEC-2021-857 / GHSA-f7c7-j99h-c22f","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: PYSEC-2017-1 / GHSA-frgw-fgh6-9g52","Warn: Project is vulnerable to: PYSEC-2020-73","Warn: Project is vulnerable to: GHSA-3c5c-7235-994j","Warn: Project is vulnerable to: GHSA-3f63-hfp8-52jq","Warn: Project is vulnerable to: PYSEC-2021-41 / GHSA-3wvg-mj6g-m9cv","Warn: Project is vulnerable to: PYSEC-2020-77 / GHSA-3xv8-3j54-hgrp","Warn: Project is vulnerable to: PYSEC-2020-80 / GHSA-43fq-w8qq-v88h","Warn: Project is vulnerable to: GHSA-44wm-f244-xhp3","Warn: Project is vulnerable to: GHSA-4fx9-vc88-q2xc","Warn: Project is vulnerable to: PYSEC-2021-35 / GHSA-57h3-9rgr-c24m","Warn: Project is vulnerable to: PYSEC-2020-172 / GHSA-5gm3-px64-rw72","Warn: Project is vulnerable to: PYSEC-2021-331 / GHSA-7534-mm45-c74v","Warn: Project is vulnerable to: PYSEC-2021-92 / GHSA-7r7m-5h27-29hp","Warn: Project is vulnerable to: PYSEC-2020-78 / GHSA-8843-m7mw-mxqm","Warn: Project is vulnerable to: PYSEC-2023-227 / GHSA-8ghj-p4vj-mr35","Warn: Project is vulnerable to: PYSEC-2014-87 / GHSA-8m9x-pxwq-j236","Warn: Project is vulnerable to: PYSEC-2022-10 / GHSA-8vj2-vxx3-667w","Warn: Project is vulnerable to: PYSEC-2021-36 / GHSA-8xjq-8fcg-g5hw","Warn: Project is vulnerable to: PYSEC-2016-6 / GHSA-8xjv-v9xq-m5h9","Warn: Project is vulnerable to: PYSEC-2021-42 / GHSA-95q3-8gr9-gm8w","Warn: Project is vulnerable to: PYSEC-2022-168 / GHSA-9j59-75qj-795w","Warn: Project is vulnerable to: PYSEC-2014-10 / GHSA-cfmr-38g9-f2h7","Warn: Project is vulnerable to: PYSEC-2020-76 / GHSA-cqhg-xjhh-p8hf","Warn: Project is vulnerable to: PYSEC-2021-40 / GHSA-f4w8-cv6p-x6r5","Warn: Project is vulnerable to: PYSEC-2021-69 / GHSA-f5g8-5qq7-938w","Warn: Project is vulnerable to: PYSEC-2021-139 / GHSA-g6rj-rv7j-xwp4","Warn: Project is vulnerable to: PYSEC-2015-16 / GHSA-h5rf-vgqx-wjv2","Warn: Project is vulnerable to: PYSEC-2016-5 / GHSA-hggx-3h72-49ww","Warn: Project is vulnerable to: PYSEC-2020-84 / GHSA-hj69-c76v-86wr","Warn: Project is vulnerable to: PYSEC-2016-7 / GHSA-hvr8-466p-75rh","Warn: Project is vulnerable to: PYSEC-2015-15 / GHSA-j6f7-g425-4gmx","Warn: Project is vulnerable to: GHSA-j7hp-h8jx-5ppr","Warn: Project is vulnerable to: PYSEC-2019-110 / GHSA-j7mj-748x-7p78","Warn: Project is vulnerable to: GHSA-jgpv-4h4c-xhw3","Warn: Project is vulnerable to: PYSEC-2022-42979 / GHSA-m2vv-5vj5-2hm7","Warn: Project is vulnerable to: PYSEC-2021-37 / GHSA-mvg9-xffr-p774","Warn: Project is vulnerable to: PYSEC-2020-83 / GHSA-p49h-hjvm-jg3h","Warn: Project is vulnerable to: PYSEC-2022-8 / GHSA-pw3c-h7wp-cvhx","Warn: Project is vulnerable to: PYSEC-2021-93 / GHSA-q5hq-fp76-qmrc","Warn: Project is vulnerable to: PYSEC-2020-82 / GHSA-r7rm-8j6h-r933","Warn: Project is vulnerable to: PYSEC-2014-23 / GHSA-r854-96gq-rfg3","Warn: Project is vulnerable to: PYSEC-2016-8 / GHSA-rwr3-c2q8-gm56","Warn: Project is vulnerable to: PYSEC-2020-81 / GHSA-vcqg-3p29-xw73","Warn: Project is vulnerable to: PYSEC-2020-79 / GHSA-vj42-xq3r-hr3r","Warn: Project is vulnerable to: PYSEC-2021-70 / GHSA-vqcj-wrf2-7v73","Warn: Project is vulnerable to: PYSEC-2016-9 / GHSA-w4vg-rf63-f3j3","Warn: Project is vulnerable to: PYSEC-2014-22 / GHSA-x895-2wrm-hvp7","Warn: Project is vulnerable to: PYSEC-2022-9 / GHSA-xrcv-f9gm-v42c","Warn: Project is vulnerable to: PYSEC-2021-137","Warn: Project is vulnerable to: PYSEC-2021-138","Warn: Project is vulnerable to: PYSEC-2021-317","Warn: Project is vulnerable to: PYSEC-2021-38","Warn: Project is vulnerable to: PYSEC-2021-39","Warn: Project is vulnerable to: PYSEC-2021-94","Warn: Project is vulnerable to: PYSEC-2023-175","Warn: Project is vulnerable to: GHSA-4cv3-v7pv-rfhf","Warn: Project is vulnerable to: GHSA-98fp-7v67-4v3q","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2019-156 / GHSA-xp76-357g-9wqq","Warn: Project is vulnerable to: PYSEC-2023-102","Warn: Project is vulnerable to: PYSEC-2023-114","Warn: Project is vulnerable to: GHSA-2475-53vw-vp25","Warn: Project is vulnerable to: GHSA-27rc-728f-x5w2","Warn: Project is vulnerable to: GHSA-2p9q-h29j-3f5v","Warn: Project is vulnerable to: GHSA-2r2f-g8mw-9gvr","Warn: Project is vulnerable to: GHSA-2vv3-56qg-g2cf","Warn: Project is vulnerable to: GHSA-368v-7v32-52fx","Warn: Project is vulnerable to: GHSA-37jf-mjv6-xfqw","Warn: Project is vulnerable to: GHSA-397c-5g2j-qxpv","Warn: Project is vulnerable to: GHSA-49rq-hwc3-x77w","Warn: Project is vulnerable to: GHSA-4pc4-m9mj-v2r9","Warn: Project is vulnerable to: GHSA-4w68-4x85-mjj9","Warn: Project is vulnerable to: GHSA-54ch-gjq5-4976","Warn: Project is vulnerable to: GHSA-54pp-c6pp-7fpx","Warn: Project is vulnerable to: GHSA-558h-mq8x-7q9g","Warn: Project is vulnerable to: GHSA-5889-7v45-q28m","Warn: Project is vulnerable to: GHSA-5v77-j66x-4c4g","Warn: Project is vulnerable to: GHSA-5w96-866f-6rm8","Warn: Project is vulnerable to: GHSA-5wpj-c6f7-24x8","Warn: Project is vulnerable to: GHSA-647v-r7qq-24fh","Warn: Project is vulnerable to: GHSA-64jg-wjww-7c5w","Warn: Project is vulnerable to: GHSA-66vq-54fq-6jvv","Warn: Project is vulnerable to: GHSA-67pf-62xr-q35m","Warn: Project is vulnerable to: GHSA-689c-r7h2-fv9v","Warn: Project is vulnerable to: GHSA-68v3-g9cm-rmm6","Warn: Project is vulnerable to: GHSA-6hg6-5c2q-7rcr","Warn: Project is vulnerable to: GHSA-6wfh-89q8-44jq","Warn: Project is vulnerable to: GHSA-6x99-gv2v-q76v","Warn: Project is vulnerable to: GHSA-75c9-jrh4-79mc","Warn: Project is vulnerable to: GHSA-762h-vpvw-3rcx","Warn: Project is vulnerable to: GHSA-79h2-q768-fpxr","Warn: Project is vulnerable to: GHSA-7j3m-8g3c-9qqq","Warn: Project is vulnerable to: GHSA-7jvm-xxmr-v5cw","Warn: Project is vulnerable to: GHSA-7x4v-9gxg-9hwj","Warn: Project is vulnerable to: GHSA-828c-5j5q-vrjq","Warn: Project is vulnerable to: GHSA-84jm-4cf3-9jfm","Warn: Project is vulnerable to: GHSA-8fvv-46hw-vpg3","Warn: Project is vulnerable to: GHSA-8w5g-3wcv-9g2j","Warn: Project is vulnerable to: GHSA-8wwm-6264-x792","Warn: Project is vulnerable to: GHSA-93vr-9q9m-pj8p","Warn: Project is vulnerable to: GHSA-94mm-g2mv-8p7r","Warn: Project is vulnerable to: GHSA-97p7-w86h-vcf9","Warn: Project is vulnerable to: GHSA-9942-r22v-78cp","Warn: Project is vulnerable to: GHSA-9cr2-8pwr-fhfq","Warn: Project is vulnerable to: GHSA-9fpg-838v-wpv7","Warn: Project is vulnerable to: GHSA-9j4v-pp28-mxv7","Warn: Project is vulnerable to: GHSA-9v8w-xmr4-wgxp","Warn: Project is vulnerable to: GHSA-9vqj-64pv-w55c","Warn: Project is vulnerable to: GHSA-cg88-rpvp-cjv5","Warn: Project is vulnerable to: GHSA-cqvq-fvhr-v6hc","Warn: Project is vulnerable to: GHSA-cv2p-32v3-vhwq","Warn: Project is vulnerable to: GHSA-cwpm-f78v-7m5c","Warn: Project is vulnerable to: GHSA-f2w8-jw48-fr7j","Warn: Project is vulnerable to: GHSA-f49c-87jh-g47q","Warn: Project is vulnerable to: GHSA-f4rr-5m7v-wxcw","Warn: Project is vulnerable to: GHSA-f4w6-h4f5-wx45","Warn: Project is vulnerable to: GHSA-f637-vh3r-vfh2","Warn: Project is vulnerable to: GHSA-f7r5-q7cx-h668","Warn: Project is vulnerable to: GHSA-ffjm-4qwc-7cmf","Warn: Project is vulnerable to: GHSA-fhfc-2q7x-929f","Warn: Project is vulnerable to: GHSA-fqm2-gh8w-gr68","Warn: Project is vulnerable to: GHSA-fqxc-pvf8-2w9v","Warn: Project is vulnerable to: GHSA-frqp-wp83-qggv","Warn: Project is vulnerable to: GHSA-fv25-wrff-wf86","Warn: Project is vulnerable to: GHSA-fv43-93gv-vm8f","Warn: Project is vulnerable to: GHSA-fxgc-95xx-grvq","Warn: Project is vulnerable to: GHSA-g35r-369w-3fqp","Warn: Project is vulnerable to: GHSA-g468-qj8g-vcjc","Warn: Project is vulnerable to: GHSA-g9fm-r5mm-rf9f","Warn: Project is vulnerable to: GHSA-g9h5-vr8m-x2h4","Warn: Project is vulnerable to: GHSA-gf97-q72m-7579","Warn: Project is vulnerable to: GHSA-gjh7-xx4r-x345","Warn: Project is vulnerable to: GHSA-gq2j-cr96-gvqx","Warn: Project is vulnerable to: GHSA-gw97-ff7c-9v96","Warn: Project is vulnerable to: GHSA-h246-cgh4-7475","Warn: Project is vulnerable to: GHSA-h2wq-prv9-2f56","Warn: Project is vulnerable to: GHSA-h48f-q7rw-hvr7","Warn: Project is vulnerable to: GHSA-h5g4-ppwx-48q2","Warn: Project is vulnerable to: GHSA-h5vq-gw2c-pq47","Warn: Project is vulnerable to: GHSA-h6q3-vv32-2cq5","Warn: Project is vulnerable to: GHSA-h7ff-cfc9-wmmh","Warn: Project is vulnerable to: GHSA-hc2f-7r5r-r2hg","Warn: Project is vulnerable to: GHSA-hq7g-wwwp-q46h","Warn: Project is vulnerable to: GHSA-hrg5-737c-2p56","Warn: Project is vulnerable to: GHSA-hx9q-2mx4-m4pg","Warn: Project is vulnerable to: GHSA-j43h-pgmg-5hjq","Warn: Project is vulnerable to: GHSA-j5w9-hmfh-4cr6","Warn: Project is vulnerable to: GHSA-jjm6-4vf7-cjh4","Warn: Project is vulnerable to: GHSA-jq6x-99hj-q636","Warn: Project is vulnerable to: GHSA-jqm7-m5q7-3hm5","Warn: Project is vulnerable to: GHSA-jvhc-5hhr-w3v5","Warn: Project is vulnerable to: GHSA-m6cv-4fmf-66xf","Warn: Project is vulnerable to: GHSA-m6vp-8q9j-whx4","Warn: Project is vulnerable to: GHSA-mg66-qvc5-rm93","Warn: Project is vulnerable to: GHSA-mgmh-g2v6-mqw5","Warn: Project is vulnerable to: GHSA-mh3m-62v7-68xg","Warn: Project is vulnerable to: GHSA-mv77-9g28-cwg3","Warn: Project is vulnerable to: GHSA-mv8m-8x97-937q","Warn: Project is vulnerable to: GHSA-mw6j-hh29-h379","Warn: Project is vulnerable to: GHSA-p2xf-8hgm-hpw5","Warn: Project is vulnerable to: GHSA-p7hr-f446-x6qf","Warn: Project is vulnerable to: GHSA-p9rc-rmr5-529j","Warn: Project is vulnerable to: GHSA-pf36-r9c6-h97j","Warn: Project is vulnerable to: GHSA-pqhm-4wvf-2jg8","Warn: Project is vulnerable to: GHSA-pxrw-j2fv-hx3h","Warn: Project is vulnerable to: GHSA-q2c3-jpmc-gfjx","Warn: Project is vulnerable to: GHSA-q5jv-m6qw-5g37","Warn: Project is vulnerable to: GHSA-qhw4-wwr7-gjc5","Warn: Project is vulnerable to: GHSA-qjqc-vqcf-5qvj","Warn: Project is vulnerable to: GHSA-qxpx-j395-pw36","Warn: Project is vulnerable to: GHSA-r26c-679w-mrjm","Warn: Project is vulnerable to: GHSA-rc9w-5c64-9vqq","Warn: Project is vulnerable to: GHSA-rcf8-g8jv-vg6p","Warn: Project is vulnerable to: GHSA-rh87-q4vg-m45j","Warn: Project is vulnerable to: GHSA-rjx6-v474-2ch9","Warn: Project is vulnerable to: GHSA-rmg2-f698-wq35","Warn: Project is vulnerable to: GHSA-v5xg-3q2c-c2r4","Warn: Project is vulnerable to: GHSA-v6h3-348g-6h5x","Warn: Project is vulnerable to: GHSA-v7vw-577f-vp8x","Warn: Project is vulnerable to: GHSA-vgvh-2pf4-jr2x","Warn: Project is vulnerable to: GHSA-vm7x-4qhj-rrcq","Warn: Project is vulnerable to: GHSA-vxv8-r8q2-63xw","Warn: Project is vulnerable to: GHSA-w62h-8xjm-fv49","Warn: Project is vulnerable to: GHSA-wq6q-6m32-9rv9","Warn: Project is vulnerable to: GHSA-wqmc-pm8c-2jhc","Warn: Project is vulnerable to: GHSA-wr9v-g9vf-c74v","Warn: Project is vulnerable to: GHSA-wxjj-cgcx-r3vq","Warn: Project is vulnerable to: GHSA-x989-q2pq-4q5x","Warn: Project is vulnerable to: GHSA-xf83-q765-xm6m","Warn: Project is vulnerable to: GHSA-xrp2-fhq4-4q3w","Warn: Project is vulnerable to: GHSA-xvwp-h6jv-7472","Warn: Project is vulnerable to: GHSA-xxcj-rhqg-m46g","Warn: Project is vulnerable to: GHSA-3749-ghw9-m3mg","Warn: Project is vulnerable to: PYSEC-2022-43015 / GHSA-47fc-vmwq-366v","Warn: Project is vulnerable to: PYSEC-2025-41 / GHSA-53q9-r3pm-6pq6","Warn: Project is vulnerable to: PYSEC-2024-252 / GHSA-5pcm-hx3q-hm94","Warn: Project is vulnerable to: GHSA-887c-mr87-cxwp","Warn: Project is vulnerable to: PYSEC-2024-251 / GHSA-pg7h-5qx3-wjr3","Warn: Project is vulnerable to: PYSEC-2024-250","Warn: Project is vulnerable to: PYSEC-2024-259","Warn: Project is vulnerable to: PYSEC-2017-74"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}}]},"last_synced_at":"2025-08-21T19:32:42.301Z","repository_id":38307683,"created_at":"2025-08-21T19:32:42.302Z","updated_at":"2025-08-21T19:32:42.302Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273392330,"owners_count":25097268,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-03T02:00:09.631Z","response_time":76,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"},"owner_record":{"login":"mwalmsley","name":"Mike Walmsley","uuid":"7740526","kind":"user","description":"","email":"","website":"www.walmsley.dev","location":"Toronto","twitter":"mike_walmsley_","company":"University of Toronto, @zooniverse ","icon_url":"https://avatars.githubusercontent.com/u/7740526?u=05fcb130c29d043b35edc58c7e54214997713d5f\u0026v=4","repositories_count":53,"last_synced_at":"2023-12-29T17:50:12.392Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/mwalmsley","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-08T12:37:55.741Z","updated_at":"2023-12-29T17:50:12.757Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mwalmsley","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mwalmsley/repositories"},"tags":[{"name":"v2.9.0","sha":"46c05dd5b8496300fce3e7c84c098b069ede2c6c","kind":"commit","published_at":"2025-07-25T20:12:44.000Z","download_url":"https://codeload.github.com/mwalmsley/zoobot/tar.gz/v2.9.0","html_url":"https://github.com/mwalmsley/zoobot/releases/tag/v2.9.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mwalmsley/zoobot@v2.9.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/v2.9.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/v2.9.0/manifests"},{"name":"v2.0.1","sha":"1517b20d3075631596a8739bf0c0ab97e95ec4ee","kind":"commit","published_at":"2024-05-14T20:05:29.000Z","download_url":"https://codeload.github.com/mwalmsley/zoobot/tar.gz/v2.0.1","html_url":"https://github.com/mwalmsley/zoobot/releases/tag/v2.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mwalmsley/zoobot@v2.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/v2.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/v2.0.1/manifests"},{"name":"v2.0","sha":"e6279c1fc8b486da520adfaa39388e3f2cb6674d","kind":"commit","published_at":"2024-04-04T19:25:17.000Z","download_url":"https://codeload.github.com/mwalmsley/zoobot/tar.gz/v2.0","html_url":"https://github.com/mwalmsley/zoobot/releases/tag/v2.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mwalmsley/zoobot@v2.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/v2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/v2.0/manifests"},{"name":"v1.0.5","sha":"3214941d7e8c98520876cb4e6ad0ad86b69ab88c","kind":"commit","published_at":"2023-11-13T20:12:47.000Z","download_url":"https://codeload.github.com/mwalmsley/zoobot/tar.gz/v1.0.5","html_url":"https://github.com/mwalmsley/zoobot/releases/tag/v1.0.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mwalmsley/zoobot@v1.0.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/v1.0.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/v1.0.5/manifests"},{"name":"v1.0.4","sha":"ad78db86154dd1f1cb234561797aa7f231cab0b4","kind":"commit","published_at":"2023-08-01T07:40:26.000Z","download_url":"https://codeload.github.com/mwalmsley/zoobot/tar.gz/v1.0.4","html_url":"https://github.com/mwalmsley/zoobot/releases/tag/v1.0.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mwalmsley/zoobot@v1.0.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/v1.0.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/v1.0.4/manifests"},{"name":"v1.0.3","sha":"d9e8c2c3152c78acabfc8cf4c567aea97ce4164c","kind":"commit","published_at":"2023-04-30T10:30:18.000Z","download_url":"https://codeload.github.com/mwalmsley/zoobot/tar.gz/v1.0.3","html_url":"https://github.com/mwalmsley/zoobot/releases/tag/v1.0.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mwalmsley/zoobot@v1.0.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/v1.0.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/v1.0.3/manifests"},{"name":"1.0.2","sha":"4bb1cbfad1ce13cffb603279b0c757fd3504e954","kind":"commit","published_at":"2023-03-29T08:59:05.000Z","download_url":"https://codeload.github.com/mwalmsley/zoobot/tar.gz/1.0.2","html_url":"https://github.com/mwalmsley/zoobot/releases/tag/1.0.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mwalmsley/zoobot@1.0.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/1.0.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/1.0.2/manifests"},{"name":"v1.0.1","sha":"b9f9812645ba9c99b20fb5311c1e146a293ddda2","kind":"commit","published_at":"2023-03-20T18:54:54.000Z","download_url":"https://codeload.github.com/mwalmsley/zoobot/tar.gz/v1.0.1","html_url":"https://github.com/mwalmsley/zoobot/releases/tag/v1.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mwalmsley/zoobot@v1.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/v1.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/v1.0.1/manifests"},{"name":"v1.0.0","sha":"2d32d46d10f2f3b470ffe8d119e2211864a39cdc","kind":"commit","published_at":"2023-03-10T17:00:40.000Z","download_url":"https://codeload.github.com/mwalmsley/zoobot/tar.gz/v1.0.0","html_url":"https://github.com/mwalmsley/zoobot/releases/tag/v1.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mwalmsley/zoobot@v1.0.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/v1.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/v1.0.0/manifests"},{"name":"v0.0.3","sha":"e6253b702d37951b742d331a8e171a32ea9ba597","kind":"commit","published_at":"2022-04-25T13:23:46.000Z","download_url":"https://codeload.github.com/mwalmsley/zoobot/tar.gz/v0.0.3","html_url":"https://github.com/mwalmsley/zoobot/releases/tag/v0.0.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mwalmsley/zoobot@v0.0.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/v0.0.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/v0.0.3/manifests"},{"name":"v0.0.2","sha":"1d3511e05d2d52bdd0f4a2dbe5a75123353954f9","kind":"commit","published_at":"2021-10-04T13:30:32.000Z","download_url":"https://codeload.github.com/mwalmsley/zoobot/tar.gz/v0.0.2","html_url":"https://github.com/mwalmsley/zoobot/releases/tag/v0.0.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mwalmsley/zoobot@v0.0.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/v0.0.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/v0.0.2/manifests"},{"name":"beta","sha":"dcb89d477f1f685d9945018b091f9ce0eee9c5b2","kind":"commit","published_at":"2021-06-09T20:32:34.000Z","download_url":"https://codeload.github.com/mwalmsley/zoobot/tar.gz/beta","html_url":"https://github.com/mwalmsley/zoobot/releases/tag/beta","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mwalmsley/zoobot@beta","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/beta","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/tags/beta/manifests"}]},"repo_metadata_updated_at":"2025-09-04T09:45:43.433Z","dependent_packages_count":0,"downloads":161,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":18.79243042219638,"dependent_repos_count":21.559058535118407,"dependent_packages_count":10.108852264313626,"stargazers_count":8.526299764025271,"forks_count":8.722691634315293,"docker_downloads_count":null,"average":13.541866523993795},"purl":"pkg:pypi/zoobot","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/zoobot","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/zoobot","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/zoobot/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-31T18:45:41.623Z","issues_count":31,"pull_requests_count":95,"avg_time_to_close_issue":10730126.296296297,"avg_time_to_close_pull_request":959528.3695652174,"issues_closed_count":27,"pull_requests_closed_count":92,"pull_request_authors_count":9,"issue_authors_count":11,"avg_comments_per_issue":1.2580645161290323,"avg_comments_per_pull_request":0.28421052631578947,"merged_pull_requests_count":84,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"past_year_pull_requests_count":7,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":1449639.5,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":4,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":0.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":4,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/issues","maintainers":[{"login":"mwalmsley","count":86,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mwalmsley"},{"login":"camallen","count":18,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/camallen"},{"login":"mb010","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mb010"},{"login":"inigoval","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/inigoval"}],"active_maintainers":[{"login":"mwalmsley","count":5,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mwalmsley"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/zoobot/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/zoobot/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/zoobot/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/zoobot/related_packages","maintainers":[{"uuid":"mwalmsley","login":"mwalmsley","name":null,"email":null,"url":null,"packages_count":3,"html_url":"https://pypi.org/user/mwalmsley/","role":null,"created_at":"2023-02-06T20:24:24.607Z","updated_at":"2023-02-06T20:24:24.607Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/mwalmsley/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":724713,"maintainers_count":308189,"namespaces_count":0,"keywords_count":237984,"github":"pypi","metadata":{"funded_packages_count":50481},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-04T05:23:51.177Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}}],"commits":{"id":9625079,"full_name":"mwalmsley/zoobot","default_branch":"main","committers":[{"name":"Mike Walmsley","email":"walmsleymk1@gmail.com","login":"mwalmsley","count":1420},{"name":"Mike Walmsley","email":"walsleymk1@gmail.com","login":null,"count":46},{"name":"Campbell Allen","email":"campbell.allen@gmail.com","login":"camallen","count":45},{"name":"Inigo Val Slijepcevic","email":"inigoval@gmail.com","login":"inigoval","count":6},{"name":"mb010","email":"51884241+mb010","login":"mb010","count":5},{"name":"Maja Jabłońska","email":"majajjablonska@gmail.com","login":"maja-jablonska","count":4},{"name":"Mike Walmsley","email":"walml@JBCAs-MacBook-Pro.local","login":null,"count":2},{"name":"Logan","email":"91106363+Logan-Locke","login":"Logan-Locke","count":1}],"total_commits":1529,"total_committers":8,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":191.125,"dds":0.07128842380640943,"past_year_committers":[{"name":"Mike Walmsley","email":"walmsleymk1@gmail.com","login":"mwalmsley","count":73},{"name":"Logan","email":"91106363+Logan-Locke","login":"Logan-Locke","count":1}],"past_year_total_commits":74,"past_year_total_committers":2,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":37.0,"past_year_dds":0.013513513513513487,"last_synced_at":"2025-08-07T08:10:40.004Z","last_synced_commit":"46c05dd5b8496300fce3e7c84c098b069ede2c6c","created_at":"2025-04-11T11:02:43.690Z","updated_at":"2025-08-07T08:10:40.005Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-08-16T00:00:20.572Z","repositories_count":5478895,"commits_count":853239477,"contributors_count":31092509,"owners_count":906530,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"mwalmsley/zoobot","html_url":"https://github.com/mwalmsley/zoobot","last_synced_at":"2025-08-31T18:45:41.623Z","status":null,"issues_count":31,"pull_requests_count":95,"avg_time_to_close_issue":10730126.296296297,"avg_time_to_close_pull_request":959528.3695652174,"issues_closed_count":27,"pull_requests_closed_count":92,"pull_request_authors_count":9,"issue_authors_count":11,"avg_comments_per_issue":1.2580645161290323,"avg_comments_per_pull_request":0.28421052631578947,"merged_pull_requests_count":84,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"past_year_pull_requests_count":7,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":1449639.5,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":4,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":0.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":4,"created_at":"2023-05-15T03:11:43.676Z","updated_at":"2025-09-02T20:27:44.716Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/mwalmsley%2Fzoobot/issues","issue_labels_count":{"enhancement":6,"help wanted":2,"bug":1},"pull_request_labels_count":{"enhancement":2,"bug":1},"issue_author_associations_count":{"NONE":14,"OWNER":13,"COLLABORATOR":3},"pull_request_author_associations_count":{"OWNER":73,"COLLABORATOR":21,"NONE":4,"CONTRIBUTOR":2},"issue_authors":{"mwalmsley":13,"katgre":3,"criselsuarez":3,"camallen":3,"mkurzner":2,"ClarkGuilty":1,"SauravMaheshkar":1,"igorkolesnikov13":1,"BaranovMykola":1,"NicoGalvarino":1,"crhea93":1},"pull_request_authors":{"mwalmsley":73,"camallen":15,"mb010":4,"inigoval":2,"Logan-Locke":2,"SauravMaheshkar":1,"BSGalvan":1,"katgre":1,"maja-jablonska":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-02T00:00:07.986Z","repositories_count":10042729,"issues_count":30645220,"pull_requests_count":91402388,"authors_count":10443886,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{"NONE":1},"past_year_pull_request_author_associations_count":{"OWNER":5,"NONE":1,"CONTRIBUTOR":1},"past_year_issue_authors":{"ClarkGuilty":1},"past_year_pull_request_authors":{"mwalmsley":5,"Logan-Locke":2},"maintainers":[{"login":"mwalmsley","count":86,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mwalmsley"},{"login":"camallen","count":18,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/camallen"},{"login":"mb010","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mb010"},{"login":"inigoval","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/inigoval"}],"active_maintainers":[{"login":"mwalmsley","count":5,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mwalmsley"}]},"events":{"total":{"CreateEvent":2,"ReleaseEvent":1,"IssuesEvent":2,"WatchEvent":24,"MemberEvent":2,"IssueCommentEvent":2,"PushEvent":72,"PullRequestReviewEvent":1,"PullRequestEvent":7,"ForkEvent":6},"last_year":{"CreateEvent":2,"ReleaseEvent":1,"IssuesEvent":2,"WatchEvent":24,"MemberEvent":2,"IssueCommentEvent":2,"PushEvent":72,"PullRequestReviewEvent":1,"PullRequestEvent":7,"ForkEvent":6}},"keywords":[],"dependencies":[{"ecosystem":"docker","filepath":"docker-compose-tf.yml","sha":null,"kind":"manifest","created_at":"2023-02-19T07:15:59.793Z","updated_at":"2023-02-19T07:15:59.793Z","repository_link":"https://github.com/mwalmsley/zoobot/blob/main/docker-compose-tf.yml","dependencies":[{"id":7780885517,"package_name":"zoobot","ecosystem":"docker","requirements":"tensorflow","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"docker","filepath":"docker-compose.yml","sha":null,"kind":"manifest","created_at":"2023-02-19T07:16:00.134Z","updated_at":"2023-02-19T07:16:00.134Z","repository_link":"https://github.com/mwalmsley/zoobot/blob/main/docker-compose.yml","dependencies":[{"id":7780887821,"package_name":"zoobot","ecosystem":"docker","requirements":"cuda","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"docs/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-02-19T07:16:00.277Z","updated_at":"2023-02-19T07:16:00.277Z","repository_link":"https://github.com/mwalmsley/zoobot/blob/main/docs/requirements.txt","dependencies":[{"id":7780888031,"package_name":"Sphinx","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780888032,"package_name":"sphinxcontrib-napoleon","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780888033,"package_name":"furo","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780888034,"package_name":"tensorflow","ecosystem":"pypi","requirements":"\u003e=2.3","direct":true,"kind":"runtime","optional":false},{"id":7780888040,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780888041,"package_name":"pillow","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780888042,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780888043,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780888044,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780888045,"package_name":"scikit-image","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780888050,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780888051,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780888052,"package_name":"python-dateutil","ecosystem":"pypi","requirements":"==2.8.1","direct":true,"kind":"runtime","optional":false},{"id":7780888053,"package_name":"boto3","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780888054,"package_name":"statsmodels","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780888055,"package_name":"keras_applications","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780888073,"package_name":"tensorflow_probability","ecosystem":"pypi","requirements":"\u003e=0.11","direct":true,"kind":"runtime","optional":false},{"id":7780888086,"package_name":"pyarrow","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780888087,"package_name":"seaborn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780888089,"package_name":"astropy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780888103,"package_name":"wandb","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2023-02-19T07:16:00.545Z","updated_at":"2023-02-19T07:16:00.545Z","repository_link":"https://github.com/mwalmsley/zoobot/blob/main/setup.py","dependencies":[{"id":7780893136,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780893137,"package_name":"pillow","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780893138,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780893139,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780893140,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780893141,"package_name":"scikit-image","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780893142,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780893143,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780893144,"package_name":"pyarrow","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780893145,"package_name":"statsmodels","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780893146,"package_name":"for","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7780893147,"package_name":"wandb","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/python-publish.yml","sha":null,"kind":"manifest","created_at":"2023-01-30T01:46:00.107Z","updated_at":"2023-01-30T01:46:00.107Z","repository_link":"https://github.com/mwalmsley/zoobot/blob/main/.github/workflows/python-publish.yml","dependencies":[{"id":7237174724,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":7237174725,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":7237174726,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"release/v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/run_CI.yml","sha":null,"kind":"manifest","created_at":"2023-01-30T01:46:00.218Z","updated_at":"2023-01-30T01:46:00.218Z","repository_link":"https://github.com/mwalmsley/zoobot/blob/main/.github/workflows/run_CI.yml","dependencies":[{"id":7237176441,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":7237176442,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"docker","filepath":"Dockerfile","sha":null,"kind":"manifest","created_at":"2023-01-30T01:46:00.277Z","updated_at":"2023-01-30T01:46:00.277Z","repository_link":"https://github.com/mwalmsley/zoobot/blob/main/Dockerfile","dependencies":[{"id":7237177421,"package_name":"nvidia/cuda","ecosystem":"docker","requirements":"11.3.1-base-ubuntu20.04","direct":true,"kind":"build","optional":false}]}],"score":11.891690613781693,"created_at":"2025-09-04T09:17:44.258Z","updated_at":"2025-10-07T08:04:30.340Z","avatar_url":"https://github.com/mwalmsley.png","language":"Jupyter Notebook","category":"Scientific Software","sub_category":"Peer-reviewed","monthly_downloads":161,"funding_links":[],"readme_doi_urls":["https://doi.org/10.21105/joss.05312","https://doi.org/10.1051/0004-6361/202346743"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/1146","html_url":"https://science.ecosyste.ms/projects/1146","bibtex_url":"https://science.ecosyste.ms/projects/1146/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/1146/export.apalike"}