{"id":1469,"name":"UnlockNN","description":"UnlockNN: Uncertainty quantification for neural network models of chemical systems - Published in JOSS (2022)","url":"https://github.com/a-ws-m/unlocknn","last_synced_at":"2025-09-04T16:28:41.811Z","repository":{"id":38689492,"uuid":"276433339","full_name":"a-ws-m/unlockNN","owner":"a-ws-m","description":"A Python package for adding uncertainties to neural network models of chemical systems.","archived":false,"fork":false,"pushed_at":"2022-07-05T19:52:36.000Z","size":134210,"stargazers_count":26,"open_issues_count":7,"forks_count":7,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-08-28T22:22:36.610Z","etag":null,"topics":["chemistry","keras","machine-learning","materials-science","python","tensorflow-probability"],"latest_commit_sha":null,"homepage":"","language":"PureBasic","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/a-ws-m.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2020-07-01T16:50:18.000Z","updated_at":"2025-03-30T00:20:54.000Z","dependencies_parsed_at":"2022-09-24T12:11:23.141Z","dependency_job_id":null,"html_url":"https://github.com/a-ws-m/unlockNN","commit_stats":null,"previous_names":[],"tags_count":5,"template":false,"template_full_name":null,"purl":"pkg:github/a-ws-m/unlockNN","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/a-ws-m","download_url":"https://codeload.github.com/a-ws-m/unlockNN/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN/sbom","scorecard":{"id":157935,"data":{"date":"2025-08-11","repo":{"name":"github.com/a-ws-m/unlockNN","commit":"ff2bee7c182f4433e978eeda96bc399a98863a9d"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":3.3,"checks":[{"name":"Code-Review","score":5,"reason":"Found 2/4 approved changesets -- score normalized to 5","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":"Maintained","score":0,"reason":"0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0","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","Warn: no topLevel permission defined: .github/workflows/python-package-conda.yml:1","Warn: no topLevel permission defined: .github/workflows/python-publish.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":"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":"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: MIT License: 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":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"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":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/draft-pdf.yml:12: update your workflow using https://app.stepsecurity.io/secureworkflow/a-ws-m/unlockNN/draft-pdf.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/draft-pdf.yml:14: update your workflow using https://app.stepsecurity.io/secureworkflow/a-ws-m/unlockNN/draft-pdf.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/draft-pdf.yml:20: update your workflow using https://app.stepsecurity.io/secureworkflow/a-ws-m/unlockNN/draft-pdf.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-package-conda.yml:12: update your workflow using https://app.stepsecurity.io/secureworkflow/a-ws-m/unlockNN/python-package-conda.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-package-conda.yml:14: update your workflow using https://app.stepsecurity.io/secureworkflow/a-ws-m/unlockNN/python-package-conda.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/python-package-conda.yml:37: update your workflow using https://app.stepsecurity.io/secureworkflow/a-ws-m/unlockNN/python-package-conda.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-publish.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/a-ws-m/unlockNN/python-publish.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-publish.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/a-ws-m/unlockNN/python-publish.yml/master?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/python-package-conda.yml:34","Warn: pipCommand not pinned by hash: .github/workflows/python-publish.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/python-publish.yml:29","Info:   0 out of   6 GitHub-owned GitHubAction dependencies pinned","Info:   1 out of   3 third-party GitHubAction dependencies pinned","Info:   0 out of   3 pipCommand 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":"281 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2023-238 / GHSA-5wvp-7f3h-6wmm","Warn: Project is vulnerable to: PYSEC-2014-14 / GHSA-652x-xj99-gmcc","Warn: Project is vulnerable to: GHSA-9hjg-9r4m-mvj7","Warn: Project is vulnerable to: GHSA-9wx4-h78v-vm56","Warn: Project is vulnerable to: PYSEC-2014-13 / GHSA-cfj3-7x9c-4p3h","Warn: Project is vulnerable to: PYSEC-2018-28 / GHSA-x84v-xcm2-53pg","Warn: Project is vulnerable to: GHSA-23hm-7w47-xw72","Warn: Project is vulnerable to: GHSA-2475-53vw-vp25","Warn: Project is vulnerable to: GHSA-247x-2f9f-5wp7","Warn: Project is vulnerable to: GHSA-24x4-6qmh-88qg","Warn: Project is vulnerable to: GHSA-278g-rq84-9hmg","Warn: Project is vulnerable to: GHSA-27j5-4p9v-pp67","Warn: Project is vulnerable to: GHSA-27qf-jwm8-g7f3","Warn: Project is vulnerable to: GHSA-27rc-728f-x5w2","Warn: Project is vulnerable to: PYSEC-2021-391 / GHSA-2p25-55c9-h58q","Warn: Project is vulnerable to: GHSA-2p9q-h29j-3f5v","Warn: Project is vulnerable to: GHSA-2r2f-g8mw-9gvr","Warn: Project is vulnerable to: GHSA-2r8p-fg3c-wcj4","Warn: Project is vulnerable to: GHSA-2vv3-56qg-g2cf","Warn: Project is vulnerable to: GHSA-2wmv-37vq-52g5","Warn: Project is vulnerable to: GHSA-34f9-hjfq-rr8j","Warn: Project is vulnerable to: GHSA-368v-7v32-52fx","Warn: Project is vulnerable to: PYSEC-2021-418 / GHSA-374m-jm66-3vj8","Warn: Project is vulnerable to: GHSA-37jf-mjv6-xfqw","Warn: Project is vulnerable to: GHSA-397c-5g2j-qxpv","Warn: Project is vulnerable to: PYSEC-2021-408 / GHSA-3ff2-r28g-w7h9","Warn: Project is vulnerable to: GHSA-3hxh-8cp2-g4hg","Warn: Project is vulnerable to: GHSA-3mw4-6rj6-74g5","Warn: Project is vulnerable to: PYSEC-2021-420 / GHSA-3rcw-9p9x-582v","Warn: Project is vulnerable to: GHSA-428x-9xc2-m8mj","Warn: Project is vulnerable to: GHSA-43jf-985q-588j","Warn: Project is vulnerable to: GHSA-43q8-3fv7-pr5x","Warn: Project is vulnerable to: GHSA-44qp-9wwf-734r","Warn: Project is vulnerable to: GHSA-49rq-hwc3-x77w","Warn: Project is vulnerable to: PYSEC-2021-398 / GHSA-49rx-x2rw-pc6f","Warn: Project is vulnerable to: GHSA-4c4g-crqm-xrxw","Warn: Project is vulnerable to: PYSEC-2021-411 / GHSA-4f99-p9c2-3j8x","Warn: Project is vulnerable to: GHSA-4hvf-hxvg-f67v","Warn: Project is vulnerable to: GHSA-4j82-5ccr-4r8v","Warn: Project is vulnerable to: GHSA-4pc4-m9mj-v2r9","Warn: Project is vulnerable to: GHSA-4v5p-v5h9-6xjx","Warn: Project is vulnerable to: GHSA-4w68-4x85-mjj9","Warn: Project is vulnerable to: GHSA-4xfp-4pfp-89wg","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: PYSEC-2021-400 / GHSA-57wx-m983-2f88","Warn: Project is vulnerable to: GHSA-5889-7v45-q28m","Warn: Project is vulnerable to: PYSEC-2021-409 / GHSA-5crj-c72x-m7gq","Warn: Project is vulnerable to: GHSA-5f2r-qp73-37mr","Warn: Project is vulnerable to: GHSA-5hj3-vjjf-f5m7","Warn: Project is vulnerable to: PYSEC-2021-392 / GHSA-5hx2-qx8j-qjqm","Warn: Project is vulnerable to: GHSA-5qw5-89mw-wcg2","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-5xwc-mrhx-5g3m","Warn: Project is vulnerable to: GHSA-627q-g293-49q7","Warn: Project is vulnerable to: GHSA-6445-fm66-fvq2","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-6gmv-pjp9-p8w8","Warn: Project is vulnerable to: GHSA-6gv8-p3vj-pxvr","Warn: Project is vulnerable to: GHSA-6hg6-5c2q-7rcr","Warn: Project is vulnerable to: PYSEC-2021-401 / GHSA-6hpv-v2rx-c5g6","Warn: Project is vulnerable to: GHSA-6p5r-g9mq-ggh2","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-77gp-3h4r-6428","Warn: Project is vulnerable to: PYSEC-2021-397 / GHSA-786j-5qwq-r36x","Warn: Project is vulnerable to: GHSA-79h2-q768-fpxr","Warn: Project is vulnerable to: GHSA-7fvx-3jfc-2cpc","Warn: Project is vulnerable to: GHSA-7ghq-fvr3-pj2x","Warn: Project is vulnerable to: GHSA-7j3m-8g3c-9qqq","Warn: Project is vulnerable to: GHSA-7jvm-xxmr-v5cw","Warn: Project is vulnerable to: PYSEC-2021-396 / GHSA-7pxj-m4jf-r6h2","Warn: Project is vulnerable to: PYSEC-2021-417 / GHSA-7r94-xv9v-63jw","Warn: Project is vulnerable to: PYSEC-2021-399 / GHSA-7v94-64hj-m82h","Warn: Project is vulnerable to: GHSA-7x4v-9gxg-9hwj","Warn: Project is vulnerable to: GHSA-7xwj-5r4v-429p","Warn: Project is vulnerable to: GHSA-828c-5j5q-vrjq","Warn: Project is vulnerable to: GHSA-84jm-4cf3-9jfm","Warn: Project is vulnerable to: GHSA-87v6-crgm-2gfj","Warn: Project is vulnerable to: GHSA-8cxv-76p7-jxwr","Warn: Project is vulnerable to: GHSA-8fvv-46hw-vpg3","Warn: Project is vulnerable to: GHSA-8jj7-5vxc-pg2q","Warn: Project is vulnerable to: GHSA-8r7c-3cm2-3h8f","Warn: Project is vulnerable to: GHSA-8rcj-c8pj-v3m3","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-95xm-g58g-3p88","Warn: Project is vulnerable to: GHSA-9697-98pf-4rw7","Warn: Project is vulnerable to: GHSA-97p7-w86h-vcf9","Warn: Project is vulnerable to: GHSA-98j8-c9q4-r38g","Warn: Project is vulnerable to: GHSA-98p5-x8x4-c9m5","Warn: Project is vulnerable to: GHSA-9942-r22v-78cp","Warn: Project is vulnerable to: GHSA-9c78-vcq7-7vxq","Warn: Project is vulnerable to: GHSA-9c8h-2mv3-49ww","Warn: Project is vulnerable to: GHSA-9c8h-vvrj-w2p8","Warn: Project is vulnerable to: GHSA-9cr2-8pwr-fhfq","Warn: Project is vulnerable to: PYSEC-2021-410 / GHSA-9crf-c6qr-r273","Warn: Project is vulnerable to: GHSA-9fpg-838v-wpv7","Warn: Project is vulnerable to: GHSA-9gwq-6cwj-47h3","Warn: Project is vulnerable to: GHSA-9j4v-pp28-mxv7","Warn: Project is vulnerable to: GHSA-9p77-mmrw-69c7","Warn: Project is vulnerable to: GHSA-9px9-73fg-3fqp","Warn: Project is vulnerable to: GHSA-9v8w-xmr4-wgxp","Warn: Project is vulnerable to: GHSA-9vqj-64pv-w55c","Warn: Project is vulnerable to: GHSA-9w2p-5mgw-p94c","Warn: Project is vulnerable to: GHSA-c545-c4f9-rf6v","Warn: Project is vulnerable to: GHSA-c582-c96p-r5cq","Warn: Project is vulnerable to: GHSA-c5x2-p679-95wc","Warn: Project is vulnerable to: GHSA-c6fh-56w7-fvjw","Warn: Project is vulnerable to: GHSA-c94w-c95p-phf8","Warn: Project is vulnerable to: GHSA-c9qf-r67m-p7cg","Warn: Project is vulnerable to: GHSA-cfpj-3q4c-jhvr","Warn: Project is vulnerable to: GHSA-cg88-rpvp-cjv5","Warn: Project is vulnerable to: GHSA-cgfm-62j4-v4rf","Warn: Project is vulnerable to: GHSA-ch4f-829c-v5pw","Warn: Project is vulnerable to: GHSA-cm5x-837x-jf3c","Warn: Project is vulnerable to: GHSA-cmgw-8vpc-rc59","Warn: Project is vulnerable to: PYSEC-2021-414 / GHSA-cpf4-wx82-gxp6","Warn: Project is vulnerable to: PYSEC-2021-842 / GHSA-cq76-mxrc-vchh","Warn: Project is vulnerable to: PYSEC-2021-413 / GHSA-cqv6-3phm-hcwx","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-f2vv-v9cg-qhh7","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: PYSEC-2021-415 / GHSA-f54p-f6jp-4rhr","Warn: Project is vulnerable to: GHSA-f5cx-5wr3-5qrc","Warn: Project is vulnerable to: GHSA-f637-vh3r-vfh2","Warn: Project is vulnerable to: GHSA-f7r5-q7cx-h668","Warn: Project is vulnerable to: GHSA-f8h4-7rgh-q2gm","Warn: Project is vulnerable to: GHSA-fcwc-p4fc-c5cc","Warn: Project is vulnerable to: GHSA-ffjm-4qwc-7cmf","Warn: Project is vulnerable to: GHSA-fhfc-2q7x-929f","Warn: Project is vulnerable to: GHSA-fpcp-9h7m-ffpx","Warn: Project is vulnerable to: GHSA-fq6p-6334-8gr4","Warn: Project is vulnerable to: GHSA-fq86-3f29-px2c","Warn: Project is vulnerable to: GHSA-fqm2-gh8w-gr68","Warn: Project is vulnerable to: GHSA-fqxc-pvf8-2w9v","Warn: Project is vulnerable to: PYSEC-2021-404 / GHSA-fr77-rrx3-cp7g","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-fx5c-h9f6-rv7c","Warn: Project is vulnerable to: GHSA-fxgc-95xx-grvq","Warn: Project is vulnerable to: GHSA-g25h-jr74-qp5j","Warn: Project is vulnerable to: GHSA-g35r-369w-3fqp","Warn: Project is vulnerable to: GHSA-g468-qj8g-vcjc","Warn: Project is vulnerable to: GHSA-g8wg-cjwc-xhhp","Warn: Project is vulnerable to: GHSA-g9fm-r5mm-rf9f","Warn: Project is vulnerable to: GHSA-g9h5-vr8m-x2h4","Warn: Project is vulnerable to: GHSA-gcvh-66ff-4mwm","Warn: Project is vulnerable to: GHSA-gf2j-f278-xh4v","Warn: Project is vulnerable to: GHSA-gf88-j2mg-cc82","Warn: Project is vulnerable to: GHSA-gf97-q72m-7579","Warn: Project is vulnerable to: GHSA-gh6x-4whr-2qv4","Warn: Project is vulnerable to: PYSEC-2021-393 / GHSA-gh8h-7j2j-qv4f","Warn: Project is vulnerable to: GHSA-gjh7-xx4r-x345","Warn: Project is vulnerable to: GHSA-gjqc-q9g6-q2j3","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: PYSEC-2021-405 / GHSA-h67m-xg8f-fxcf","Warn: Project is vulnerable to: GHSA-h6gw-r52c-724r","Warn: Project is vulnerable to: GHSA-h6jh-7gv5-28vg","Warn: Project is vulnerable to: GHSA-h6q3-vv32-2cq5","Warn: Project is vulnerable to: GHSA-h7ff-cfc9-wmmh","Warn: Project is vulnerable to: GHSA-hp4c-x6r7-6555","Warn: Project is vulnerable to: GHSA-hpv4-7p9c-mvfr","Warn: Project is vulnerable to: GHSA-hq7g-wwwp-q46h","Warn: Project is vulnerable to: GHSA-hrg5-737c-2p56","Warn: Project is vulnerable to: GHSA-hwr7-8gxx-fj5p","Warn: Project is vulnerable to: GHSA-hx9q-2mx4-m4pg","Warn: Project is vulnerable to: GHSA-j3mj-fhpq-qqjj","Warn: Project is vulnerable to: GHSA-j43h-pgmg-5hjq","Warn: Project is vulnerable to: GHSA-j5w9-hmfh-4cr6","Warn: Project is vulnerable to: PYSEC-2021-394 / GHSA-j86v-p27c-73fm","Warn: Project is vulnerable to: PYSEC-2021-419 / GHSA-j8c8-67vp-6mx7","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-jwf9-w5xm-f437","Warn: Project is vulnerable to: PYSEC-2021-402 / GHSA-m342-ff57-4jcc","Warn: Project is vulnerable to: GHSA-m4hf-j54p-p353","Warn: Project is vulnerable to: PYSEC-2021-389 / GHSA-m539-j985-hcr8","Warn: Project is vulnerable to: GHSA-m6cv-4fmf-66xf","Warn: Project is vulnerable to: GHSA-m6vp-8q9j-whx4","Warn: Project is vulnerable to: GHSA-m7fm-4jfh-jrg6","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-pfjj-m3jj-9jc9","Warn: Project is vulnerable to: PYSEC-2021-843 / GHSA-pgcq-h79j-2f69","Warn: Project is vulnerable to: GHSA-pqhm-4wvf-2jg8","Warn: Project is vulnerable to: GHSA-pqrv-8r2f-7278","Warn: Project is vulnerable to: PYSEC-2021-390 / GHSA-prcg-wp5q-rv7p","Warn: Project is vulnerable to: GHSA-pxrw-j2fv-hx3h","Warn: Project is vulnerable to: GHSA-q2c3-jpmc-gfjx","Warn: Project is vulnerable to: GHSA-q3g3-h9r4-prrc","Warn: Project is vulnerable to: GHSA-q5jv-m6qw-5g37","Warn: Project is vulnerable to: GHSA-q7f7-544h-67h9","Warn: Project is vulnerable to: GHSA-q85f-69q7-55h2","Warn: Project is vulnerable to: GHSA-qfpc-5pjr-mh26","Warn: Project is vulnerable to: GHSA-qhw4-wwr7-gjc5","Warn: Project is vulnerable to: GHSA-qj5r-f9mv-rffh","Warn: Project is vulnerable to: GHSA-qjj8-32p7-h289","Warn: Project is vulnerable to: GHSA-qjqc-vqcf-5qvj","Warn: Project is vulnerable to: GHSA-qr82-2c78-4m8h","Warn: Project is vulnerable to: GHSA-qx3f-p745-w4hr","Warn: Project is vulnerable to: GHSA-qxpx-j395-pw36","Warn: Project is vulnerable to: GHSA-r26c-679w-mrjm","Warn: Project is vulnerable to: GHSA-r4c4-5fpq-56wg","Warn: Project is vulnerable to: GHSA-r6jx-9g48-2r5r","Warn: Project is vulnerable to: GHSA-rc9w-5c64-9vqq","Warn: Project is vulnerable to: GHSA-rcf8-g8jv-vg6p","Warn: Project is vulnerable to: PYSEC-2021-416 / GHSA-rg3m-hqc5-344v","Warn: Project is vulnerable to: GHSA-rh87-q4vg-m45j","Warn: Project is vulnerable to: GHSA-rhrq-64mq-hf9h","Warn: Project is vulnerable to: GHSA-rjx6-v474-2ch9","Warn: Project is vulnerable to: GHSA-rmg2-f698-wq35","Warn: Project is vulnerable to: GHSA-rrx2-r989-2c43","Warn: Project is vulnerable to: GHSA-rww7-2gpw-fv6j","Warn: Project is vulnerable to: GHSA-v3f7-j968-4h5f","Warn: Project is vulnerable to: GHSA-v5xg-3q2c-c2r4","Warn: Project is vulnerable to: GHSA-v6h3-348g-6h5x","Warn: Project is vulnerable to: GHSA-v768-w7m9-2vmm","Warn: Project is vulnerable to: GHSA-v7vw-577f-vp8x","Warn: Project is vulnerable to: GHSA-v82p-hv3v-p6qp","Warn: Project is vulnerable to: GHSA-vcjj-9vg7-vf68","Warn: Project is vulnerable to: GHSA-vgvh-2pf4-jr2x","Warn: Project is vulnerable to: GHSA-vjg4-v33c-ggc4","Warn: Project is vulnerable to: GHSA-vm7x-4qhj-rrcq","Warn: Project is vulnerable to: GHSA-vmjw-c2vp-p33c","Warn: Project is vulnerable to: PYSEC-2021-406 / GHSA-vwhq-49r4-gj9v","Warn: Project is vulnerable to: GHSA-vxv8-r8q2-63xw","Warn: Project is vulnerable to: GHSA-w4xf-2pqw-5mq7","Warn: Project is vulnerable to: GHSA-w62h-8xjm-fv49","Warn: Project is vulnerable to: GHSA-w74j-v8xh-3w5h","Warn: Project is vulnerable to: GHSA-wc4g-r73w-x8mm","Warn: Project is vulnerable to: GHSA-wcv5-vrvr-3rx2","Warn: Project is vulnerable to: GHSA-wf5p-c75w-w3wh","Warn: Project is vulnerable to: GHSA-wm93-f238-7v37","Warn: Project is vulnerable to: GHSA-wp77-4gmm-7cq8","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: PYSEC-2021-407 / GHSA-x3v8-c8qx-3j3r","Warn: Project is vulnerable to: GHSA-x4qx-4fjv-hmw6","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: PYSEC-2021-395 / GHSA-xrqm-fpgr-6hhx","Warn: Project is vulnerable to: GHSA-xvwp-h6jv-7472","Warn: Project is vulnerable to: GHSA-xxcj-rhqg-m46g"],"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":"2025-08-16T12:24:32.892Z","repository_id":38689492,"created_at":"2025-08-16T12:24:32.892Z","updated_at":"2025-08-16T12:24:32.892Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273601012,"owners_count":25135155,"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":"2025-09-04T02:00:08.968Z","response_time":61,"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":"a-ws-m","name":"Alex Moriarty","uuid":"25207558","kind":"user","description":"","email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/25207558?u=1a40a4e13f5b902c6444ee36add0397a2840c7cd\u0026v=4","repositories_count":8,"last_synced_at":"2023-03-06T17:53:40.708Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/a-ws-m","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-16T19:29:25.958Z","updated_at":"2023-03-06T17:53:40.721Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/a-ws-m","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/a-ws-m/repositories"},"packages":[{"id":2959938,"name":"unlocknn","ecosystem":"pypi","description":"Uncertainty quantification for neural network models of chemical systems.","homepage":"https://github.com/a-ws-m/unlockNN","licenses":"MIT","normalized_licenses":["MIT"],"repository_url":"https://github.com/a-ws-m/unlockNN","keywords_array":["keras","tensorflow","megnet","machine learning","uncertainty quantification"],"namespace":null,"versions_count":3,"first_release_published_at":"2021-09-02T17:42:21.000Z","latest_release_published_at":"2022-07-05T18:25:16.000Z","latest_release_number":"2.0.3","last_synced_at":"2025-09-04T11:35:23.344Z","created_at":"2022-04-10T12:58:00.125Z","updated_at":"2025-09-04T11:35:23.344Z","registry_url":"https://pypi.org/project/unlocknn/","install_command":"pip install unlocknn --index-url https://pypi.org/simple","documentation_url":"https://unlocknn.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Intended Audience :: Science/Research","License :: OSI Approved :: MIT License","Programming Language :: Python :: 3","Programming Language :: Python :: 3.6","Programming Language :: Python :: 3.7","Programming Language :: Python :: 3.8","Programming Language :: Python :: 3.9","Topic :: Scientific/Engineering :: Artificial Intelligence","Topic :: Scientific/Engineering :: Chemistry"],"normalized_name":"unlocknn","project_status":null},"repo_metadata":{"id":38689492,"uuid":"276433339","full_name":"a-ws-m/unlockNN","owner":"a-ws-m","description":"A Python package for adding uncertainties to neural network models of chemical systems.","archived":false,"fork":false,"pushed_at":"2022-07-05T19:52:36.000Z","size":134210,"stargazers_count":26,"open_issues_count":7,"forks_count":7,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-07-08T01:44:01.329Z","etag":null,"topics":["chemistry","keras","machine-learning","materials-science","python","tensorflow-probability"],"latest_commit_sha":null,"homepage":"","language":"PureBasic","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/a-ws-m.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2020-07-01T16:50:18.000Z","updated_at":"2025-03-30T00:20:54.000Z","dependencies_parsed_at":"2022-09-24T12:11:23.141Z","dependency_job_id":null,"html_url":"https://github.com/a-ws-m/unlockNN","commit_stats":null,"previous_names":[],"tags_count":5,"template":false,"template_full_name":null,"purl":"pkg:github/a-ws-m/unlockNN","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/a-ws-m","download_url":"https://codeload.github.com/a-ws-m/unlockNN/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":264932533,"owners_count":23685234,"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","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":"a-ws-m","name":"Alex Moriarty","uuid":"25207558","kind":"user","description":"","email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/25207558?u=1a40a4e13f5b902c6444ee36add0397a2840c7cd\u0026v=4","repositories_count":8,"last_synced_at":"2023-03-06T17:53:40.708Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/a-ws-m","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-16T19:29:25.958Z","updated_at":"2023-03-06T17:53:40.721Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/a-ws-m","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/a-ws-m/repositories"},"tags":[{"name":"v2.0.3","sha":"1f7735cf28b17e0a91e2660e952cf58382f3795c","kind":"commit","published_at":"2022-07-05T18:02:47.000Z","download_url":"https://codeload.github.com/a-ws-m/unlockNN/tar.gz/v2.0.3","html_url":"https://github.com/a-ws-m/unlockNN/releases/tag/v2.0.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/a-ws-m/unlockNN@v2.0.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN/tags/v2.0.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN/tags/v2.0.3/manifests"},{"name":"v2.0.2","sha":"2374dad85cbdc5908adddb0562eceb1ee84ff666","kind":"commit","published_at":"2021-09-03T14:43:44.000Z","download_url":"https://codeload.github.com/a-ws-m/unlockNN/tar.gz/v2.0.2","html_url":"https://github.com/a-ws-m/unlockNN/releases/tag/v2.0.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/a-ws-m/unlockNN@v2.0.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN/tags/v2.0.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN/tags/v2.0.2/manifests"},{"name":"v2.0.1","sha":"94e85670af39f24df421ac64ae60a86ece5a5b36","kind":"commit","published_at":"2021-09-02T17:35:15.000Z","download_url":"https://codeload.github.com/a-ws-m/unlockNN/tar.gz/v2.0.1","html_url":"https://github.com/a-ws-m/unlockNN/releases/tag/v2.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/a-ws-m/unlockNN@v2.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN/tags/v2.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN/tags/v2.0.1/manifests"},{"name":"v2.0.0","sha":"942b87b6520b8de1cde606b0c62683fb125d2bed","kind":"commit","published_at":"2021-09-01T17:04:38.000Z","download_url":"https://codeload.github.com/a-ws-m/unlockNN/tar.gz/v2.0.0","html_url":"https://github.com/a-ws-m/unlockNN/releases/tag/v2.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/a-ws-m/unlockNN@v2.0.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN/tags/v2.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN/tags/v2.0.0/manifests"},{"name":"v1.0.0","sha":"d6cc432fb9a4ef3aaee37700e9013371b5f665c5","kind":"commit","published_at":"2020-10-19T15:12:27.000Z","download_url":"https://codeload.github.com/a-ws-m/unlockNN/tar.gz/v1.0.0","html_url":"https://github.com/a-ws-m/unlockNN/releases/tag/v1.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/a-ws-m/unlockNN@v1.0.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN/tags/v1.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN/tags/v1.0.0/manifests"}]},"repo_metadata_updated_at":"2025-07-12T03:39:38.307Z","dependent_packages_count":0,"downloads":21,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":79.986216969182,"dependent_repos_count":22.087784936889527,"dependent_packages_count":7.31012528119255,"stargazers_count":13.132402748683411,"forks_count":13.348682497449962,"docker_downloads_count":null,"average":27.173042486679492},"purl":"pkg:pypi/unlocknn","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/unlocknn","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/unlocknn","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/unlocknn/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-07-12T00:51:07.985Z","issues_count":19,"pull_requests_count":22,"avg_time_to_close_issue":5563247.416666667,"avg_time_to_close_pull_request":157782.13636363635,"issues_closed_count":12,"pull_requests_closed_count":22,"pull_request_authors_count":2,"issue_authors_count":4,"avg_comments_per_issue":2.0526315789473686,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":22,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN/issues","maintainers":[{"login":"a-ws-m","count":20,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/a-ws-m"}],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/unlocknn/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/unlocknn/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/unlocknn/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/unlocknn/related_packages","maintainers":[{"uuid":"a-ws-m","login":"a-ws-m","name":null,"email":null,"url":null,"packages_count":3,"html_url":"https://pypi.org/user/a-ws-m/","role":null,"created_at":"2023-02-25T17:46:26.480Z","updated_at":"2023-02-25T17:46:26.480Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/a-ws-m/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":724829,"maintainers_count":308209,"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":676588,"full_name":"a-ws-m/unlockNN","default_branch":"master","committers":[{"name":"a-ws-m","email":"amoriarty14@gmail.com","login":"a-ws-m","count":612},{"name":"Øystein Sørensen","email":"oystein_sorensen@hotmail.com","login":"osorensen","count":2}],"total_commits":614,"total_committers":2,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":307.0,"dds":0.0032573289902280145,"past_year_committers":[],"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2025-08-07T06:16:01.527Z","last_synced_commit":"ff2bee7c182f4433e978eeda96bc399a98863a9d","created_at":"2023-03-09T10:41:40.467Z","updated_at":"2025-08-07T06:16:01.528Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-02T00:00:07.521Z","repositories_count":5480031,"commits_count":853395369,"contributors_count":31098267,"owners_count":906561,"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":"a-ws-m/unlockNN","html_url":"https://github.com/a-ws-m/unlockNN","last_synced_at":"2025-08-31T18:44:24.356Z","status":"error","issues_count":19,"pull_requests_count":22,"avg_time_to_close_issue":5563247.416666667,"avg_time_to_close_pull_request":157782.13636363635,"issues_closed_count":12,"pull_requests_closed_count":22,"pull_request_authors_count":2,"issue_authors_count":4,"avg_comments_per_issue":2.0526315789473686,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":22,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2023-05-15T02:08:11.460Z","updated_at":"2025-08-31T18:44:24.356Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/a-ws-m%2FunlockNN/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":19},"pull_request_author_associations_count":{"OWNER":20,"CONTRIBUTOR":2},"issue_authors":{"pmeier":14,"sgbaird":3,"Het-Shah":1,"matthewmelissa049":1},"pull_request_authors":{"a-ws-m":20,"osorensen":2},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-01T00:00:07.725Z","repositories_count":9891171,"issues_count":29024399,"pull_requests_count":83010190,"authors_count":8678585,"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":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[{"login":"a-ws-m","count":20,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/a-ws-m"}],"active_maintainers":[]},"events":{"total":{"WatchEvent":4,"ForkEvent":1},"last_year":{"WatchEvent":4,"ForkEvent":1}},"keywords":["chemistry","keras","machine-learning","materials-science","python","tensorflow-probability"],"dependencies":[{"ecosystem":"pypi","filepath":"environment.yml","sha":null,"kind":"manifest","created_at":"2022-09-24T12:11:22.745Z","updated_at":"2022-09-24T12:11:22.745Z","repository_link":"https://github.com/a-ws-m/unlockNN/blob/master/environment.yml","dependencies":[{"id":6032560313,"package_name":"pyarrow","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6032560314,"package_name":"pymatgen","ecosystem":"pypi","requirements":"==2021.2.8","direct":true,"kind":"runtime","optional":false},{"id":6032560315,"package_name":"megnet","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6032560316,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6032560317,"package_name":"tensorflow","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6032560318,"package_name":"tensorflow-probability","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2022-09-24T12:11:22.859Z","updated_at":"2022-09-24T12:11:22.859Z","repository_link":"https://github.com/a-ws-m/unlockNN/blob/master/requirements.txt","dependencies":[{"id":6032560536,"package_name":"megnet","ecosystem":"pypi","requirements":"\u003e=1.1.4","direct":true,"kind":"runtime","optional":false},{"id":6032560537,"package_name":"tensorflow","ecosystem":"pypi","requirements":"\u003e=2.5","direct":true,"kind":"runtime","optional":false},{"id":6032560538,"package_name":"tensorflow-probability","ecosystem":"pypi","requirements":"\u003e=0.10.1","direct":true,"kind":"runtime","optional":false},{"id":6032560539,"package_name":"pymatgen","ecosystem":"pypi","requirements":"\u003c=2021.2.8","direct":true,"kind":"runtime","optional":false},{"id":6032560540,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003c=1.19.5","direct":true,"kind":"runtime","optional":false},{"id":6032560541,"package_name":"pyarrow","ecosystem":"pypi","requirements":"\u003e=1.0.1","direct":true,"kind":"runtime","optional":false},{"id":6032560542,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6032560543,"package_name":"typish","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2022-09-24T12:11:22.932Z","updated_at":"2022-09-24T12:11:22.932Z","repository_link":"https://github.com/a-ws-m/unlockNN/blob/master/setup.py","dependencies":[{"id":6032561744,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003c=1.19.5","direct":true,"kind":"runtime","optional":false},{"id":6032561745,"package_name":"pymatgen","ecosystem":"pypi","requirements":"\u003c=2021.2.8","direct":true,"kind":"runtime","optional":false},{"id":6032561746,"package_name":"megnet","ecosystem":"pypi","requirements":"\u003e=1.1.4","direct":true,"kind":"runtime","optional":false},{"id":6032561747,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6032561748,"package_name":"pyarrow","ecosystem":"pypi","requirements":"\u003e=1.0.1","direct":true,"kind":"runtime","optional":false},{"id":6032561749,"package_name":"tensorflow","ecosystem":"pypi","requirements":"\u003e=2.2","direct":true,"kind":"runtime","optional":false},{"id":6032561750,"package_name":"tensorflow-probability","ecosystem":"pypi","requirements":"\u003e=0.10.1","direct":true,"kind":"runtime","optional":false},{"id":6032561751,"package_name":"typish","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":7.325148957955575,"created_at":"2025-09-04T09:17:48.377Z","updated_at":"2025-10-07T08:04:32.592Z","avatar_url":"https://github.com/a-ws-m.png","language":"PureBasic","category":"Scientific Software","sub_category":"Peer-reviewed","monthly_downloads":21,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/1469","html_url":"https://science.ecosyste.ms/projects/1469"}