{"id":70164,"name":"qkeras","description":"QKeras: a quantization deep learning library for Tensorflow Keras","url":"https://github.com/google/qkeras","last_synced_at":"2025-09-08T15:01:11.884Z","repository":{"id":39312302,"uuid":"200931125","full_name":"google/qkeras","owner":"google","description":"QKeras: a quantization deep learning library for Tensorflow Keras","archived":false,"fork":false,"pushed_at":"2025-06-13T01:24:58.000Z","size":1643,"stargazers_count":570,"open_issues_count":49,"forks_count":110,"subscribers_count":31,"default_branch":"master","last_synced_at":"2025-09-06T02:02:03.475Z","etag":null,"topics":["accelerator","asic-design","deep-learning","fpga","fpga-accelerator","hardware-acceleration","keras","machine-learning","quantization","quantized-networks","quantized-neural-networks","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/google.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG","contributing":"CONTRIBUTING.md","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":"2019-08-06T22:11:58.000Z","updated_at":"2025-09-03T12:27:08.000Z","dependencies_parsed_at":"2024-03-21T18:43:58.533Z","dependency_job_id":"20f3fa21-c529-4e1d-be63-6f2abe2e1244","html_url":"https://github.com/google/qkeras","commit_stats":{"total_commits":387,"total_committers":29,"mean_commits":"13.344827586206897","dds":0.7441860465116279,"last_synced_commit":"ca554222677a25500c70f363882210811490a358"},"previous_names":[],"tags_count":6,"template":false,"template_full_name":null,"purl":"pkg:github/google/qkeras","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/google","download_url":"https://codeload.github.com/google/qkeras/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/sbom","scorecard":{"id":437761,"data":{"date":"2025-08-11","repo":{"name":"github.com/google/qkeras","commit":"78ea90fc381fef23faa4db0e1d88bd1173c1c644"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":4.2,"checks":[{"name":"Code-Review","score":10,"reason":"all changesets reviewed","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":"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":1,"reason":"2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"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":"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":"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":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/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":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: 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":"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/ci.yml:18: update your workflow using https://app.stepsecurity.io/secureworkflow/google/qkeras/ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:20: update your workflow using https://app.stepsecurity.io/secureworkflow/google/qkeras/ci.yml/master?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:25","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:26","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:27","Info:   0 out of   2 GitHub-owned 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":"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":"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":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: github.com/google/.github/SECURITY.md:1","Info: Found linked content: github.com/google/.github/SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: github.com/google/.github/SECURITY.md:1","Info: Found text in security policy: github.com/google/.github/SECURITY.md:1"],"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":"Branch-Protection","score":0,"reason":"branch protection not enabled on development/release branches","details":["Warn: branch protection not enabled for branch 'master'"],"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":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 2 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":"199 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: GHSA-6p56-wp2h-9hxr","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-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108","Warn: Project is vulnerable to: PYSEC-2023-102","Warn: Project is vulnerable to: PYSEC-2023-114","Warn: Project is vulnerable to: PYSEC-2025-49 / GHSA-5rjg-fvgr-3xxf","Warn: Project is vulnerable to: GHSA-cx63-2mw6-8hw5","Warn: Project is vulnerable to: PYSEC-2022-43012 / GHSA-r9hx-vwmv-q579","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-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-34f9-hjfq-rr8j","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-3mw4-6rj6-74g5","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: 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-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-5f2r-qp73-37mr","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-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-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-77gp-3h4r-6428","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-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-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-9cr2-8pwr-fhfq","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-c582-c96p-r5cq","Warn: Project is vulnerable to: GHSA-c6fh-56w7-fvjw","Warn: Project is vulnerable to: GHSA-c94w-c95p-phf8","Warn: Project is vulnerable to: GHSA-cg88-rpvp-cjv5","Warn: Project is vulnerable to: GHSA-cmgw-8vpc-rc59","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: 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-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: 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-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-gcvh-66ff-4mwm","Warn: Project is vulnerable to: GHSA-gf2j-f278-xh4v","Warn: Project is vulnerable to: GHSA-gf97-q72m-7579","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: GHSA-h6gw-r52c-724r","Warn: Project is vulnerable to: GHSA-h6q3-vv32-2cq5","Warn: Project is vulnerable to: GHSA-h7ff-cfc9-wmmh","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-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: 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-m4hf-j54p-p353","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-pfjj-m3jj-9jc9","Warn: Project is vulnerable to: GHSA-pqhm-4wvf-2jg8","Warn: Project is vulnerable to: GHSA-pqrv-8r2f-7278","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-q85f-69q7-55h2","Warn: Project is vulnerable to: GHSA-qhw4-wwr7-gjc5","Warn: Project is vulnerable to: GHSA-qj5r-f9mv-rffh","Warn: Project is vulnerable to: GHSA-qjqc-vqcf-5qvj","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-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-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-v7vw-577f-vp8x","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-vxv8-r8q2-63xw","Warn: Project is vulnerable to: GHSA-w62h-8xjm-fv49","Warn: Project is vulnerable to: GHSA-wc4g-r73w-x8mm","Warn: Project is vulnerable to: GHSA-wcv5-vrvr-3rx2","Warn: Project is vulnerable to: GHSA-wm93-f238-7v37","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-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: GHSA-xvwp-h6jv-7472","Warn: Project is vulnerable to: GHSA-xxcj-rhqg-m46g","Warn: Project is vulnerable to: GHSA-g7vv-2v7x-gj9p"],"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":"2025-08-19T05:04:15.792Z","repository_id":39312302,"created_at":"2025-08-19T05:04:15.793Z","updated_at":"2025-08-19T05:04:15.793Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274113001,"owners_count":25224332,"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":"2025-09-07T02:00:09.463Z","response_time":67,"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":"google","name":"Google","uuid":"1342004","kind":"organization","description":"Google ❤️ Open Source","email":"opensource@google.com","website":"https://opensource.google/","location":"United States of America","twitter":"GoogleOSS","company":null,"icon_url":"https://avatars.githubusercontent.com/u/1342004?v=4","repositories_count":2773,"last_synced_at":"2025-08-12T15:55:14.931Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/google","funding_links":[],"total_stars":1967885,"followers":58475,"following":0,"created_at":"2022-11-02T16:20:58.973Z","updated_at":"2025-08-12T15:55:14.931Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/google","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/google/repositories"},"packages":[{"id":2893797,"name":"qkeras","ecosystem":"pypi","description":"Quantization package for Keras","homepage":"https://github.com/google/qkeras","licenses":"Apache v.2.0","normalized_licenses":["Apache-2.0"],"repository_url":"https://github.com/google/qkeras","keywords_array":[],"namespace":null,"versions_count":1,"first_release_published_at":"2021-07-07T22:00:42.000Z","latest_release_published_at":"2021-07-07T22:00:42.000Z","latest_release_number":"0.9.0","last_synced_at":"2025-09-08T12:50:55.362Z","created_at":"2022-04-10T12:23:58.252Z","updated_at":"2025-09-08T12:50:55.362Z","registry_url":"https://pypi.org/project/qkeras/","install_command":"pip install qkeras --index-url https://pypi.org/simple","documentation_url":"https://qkeras.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["License :: OSI Approved :: Apache Software License","Operating System :: OS Independent","Programming Language :: Python :: 3"],"normalized_name":"qkeras","project_status":null},"repo_metadata":{"id":39312302,"uuid":"200931125","full_name":"google/qkeras","owner":"google","description":"QKeras: a quantization deep learning library for Tensorflow Keras","archived":false,"fork":false,"pushed_at":"2025-06-13T01:24:58.000Z","size":1643,"stargazers_count":570,"open_issues_count":49,"forks_count":110,"subscribers_count":31,"default_branch":"master","last_synced_at":"2025-09-06T02:02:03.475Z","etag":null,"topics":["accelerator","asic-design","deep-learning","fpga","fpga-accelerator","hardware-acceleration","keras","machine-learning","quantization","quantized-networks","quantized-neural-networks","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/google.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG","contributing":"CONTRIBUTING.md","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":"2019-08-06T22:11:58.000Z","updated_at":"2025-09-03T12:27:08.000Z","dependencies_parsed_at":"2024-03-21T18:43:58.533Z","dependency_job_id":"20f3fa21-c529-4e1d-be63-6f2abe2e1244","html_url":"https://github.com/google/qkeras","commit_stats":{"total_commits":387,"total_committers":29,"mean_commits":"13.344827586206897","dds":0.7441860465116279,"last_synced_commit":"ca554222677a25500c70f363882210811490a358"},"previous_names":[],"tags_count":6,"template":false,"template_full_name":null,"purl":"pkg:github/google/qkeras","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/google","download_url":"https://codeload.github.com/google/qkeras/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/sbom","scorecard":{"id":437761,"data":{"date":"2025-08-11","repo":{"name":"github.com/google/qkeras","commit":"78ea90fc381fef23faa4db0e1d88bd1173c1c644"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":4.2,"checks":[{"name":"Code-Review","score":10,"reason":"all changesets reviewed","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":"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":1,"reason":"2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"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":"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":"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":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/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":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: 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":"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/ci.yml:18: update your workflow using https://app.stepsecurity.io/secureworkflow/google/qkeras/ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:20: update your workflow using https://app.stepsecurity.io/secureworkflow/google/qkeras/ci.yml/master?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:25","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:26","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:27","Info:   0 out of   2 GitHub-owned 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":"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":"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":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: github.com/google/.github/SECURITY.md:1","Info: Found linked content: github.com/google/.github/SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: github.com/google/.github/SECURITY.md:1","Info: Found text in security policy: github.com/google/.github/SECURITY.md:1"],"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":"Branch-Protection","score":0,"reason":"branch protection not enabled on development/release branches","details":["Warn: branch protection not enabled for branch 'master'"],"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":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 2 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":"199 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: GHSA-6p56-wp2h-9hxr","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-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108","Warn: Project is vulnerable to: PYSEC-2023-102","Warn: Project is vulnerable to: PYSEC-2023-114","Warn: Project is vulnerable to: PYSEC-2025-49 / GHSA-5rjg-fvgr-3xxf","Warn: Project is vulnerable to: GHSA-cx63-2mw6-8hw5","Warn: Project is vulnerable to: PYSEC-2022-43012 / GHSA-r9hx-vwmv-q579","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-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-34f9-hjfq-rr8j","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-3mw4-6rj6-74g5","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: 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-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-5f2r-qp73-37mr","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-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-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-77gp-3h4r-6428","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-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-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-9cr2-8pwr-fhfq","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-c582-c96p-r5cq","Warn: Project is vulnerable to: GHSA-c6fh-56w7-fvjw","Warn: Project is vulnerable to: GHSA-c94w-c95p-phf8","Warn: Project is vulnerable to: GHSA-cg88-rpvp-cjv5","Warn: Project is vulnerable to: GHSA-cmgw-8vpc-rc59","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: 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-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: 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-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-gcvh-66ff-4mwm","Warn: Project is vulnerable to: GHSA-gf2j-f278-xh4v","Warn: Project is vulnerable to: GHSA-gf97-q72m-7579","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: GHSA-h6gw-r52c-724r","Warn: Project is vulnerable to: GHSA-h6q3-vv32-2cq5","Warn: Project is vulnerable to: GHSA-h7ff-cfc9-wmmh","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-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: 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-m4hf-j54p-p353","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-pfjj-m3jj-9jc9","Warn: Project is vulnerable to: GHSA-pqhm-4wvf-2jg8","Warn: Project is vulnerable to: GHSA-pqrv-8r2f-7278","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-q85f-69q7-55h2","Warn: Project is vulnerable to: GHSA-qhw4-wwr7-gjc5","Warn: Project is vulnerable to: GHSA-qj5r-f9mv-rffh","Warn: Project is vulnerable to: GHSA-qjqc-vqcf-5qvj","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-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-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-v7vw-577f-vp8x","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-vxv8-r8q2-63xw","Warn: Project is vulnerable to: GHSA-w62h-8xjm-fv49","Warn: Project is vulnerable to: GHSA-wc4g-r73w-x8mm","Warn: Project is vulnerable to: GHSA-wcv5-vrvr-3rx2","Warn: Project is vulnerable to: GHSA-wm93-f238-7v37","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-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: GHSA-xvwp-h6jv-7472","Warn: Project is vulnerable to: GHSA-xxcj-rhqg-m46g","Warn: Project is vulnerable to: GHSA-g7vv-2v7x-gj9p"],"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":"2025-08-19T05:04:15.792Z","repository_id":39312302,"created_at":"2025-08-19T05:04:15.793Z","updated_at":"2025-08-19T05:04:15.793Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274113001,"owners_count":25224332,"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":"2025-09-07T02:00:09.463Z","response_time":67,"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":"google","name":"Google","uuid":"1342004","kind":"organization","description":"Google ❤️ Open Source","email":"opensource@google.com","website":"https://opensource.google/","location":"United States of America","twitter":"GoogleOSS","company":null,"icon_url":"https://avatars.githubusercontent.com/u/1342004?v=4","repositories_count":2773,"last_synced_at":"2025-08-12T15:55:14.931Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/google","funding_links":[],"total_stars":1967885,"followers":58475,"following":0,"created_at":"2022-11-02T16:20:58.973Z","updated_at":"2025-08-12T15:55:14.931Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/google","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/google/repositories"},"tags":[{"name":"v0.9.0","sha":"67e7c6b8cbd6befd594f142187ac4b73b35512ac","kind":"commit","published_at":"2021-02-19T23:30:05.000Z","download_url":"https://codeload.github.com/google/qkeras/tar.gz/v0.9.0","html_url":"https://github.com/google/qkeras/releases/tag/v0.9.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/google/qkeras@v0.9.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/tags/v0.9.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/tags/v0.9.0/manifests"},{"name":"v0.8.0","sha":"a1fb54115d2af9e672f3a5c9bcc2ef17122997fb","kind":"commit","published_at":"2020-06-19T22:52:17.000Z","download_url":"https://codeload.github.com/google/qkeras/tar.gz/v0.8.0","html_url":"https://github.com/google/qkeras/releases/tag/v0.8.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/google/qkeras@v0.8.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/tags/v0.8.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/tags/v0.8.0/manifests"},{"name":"v0.7.4","sha":"61479f93bd9a0f114767a8996e4fec6a6b327388","kind":"commit","published_at":"2020-04-10T23:58:25.000Z","download_url":"https://codeload.github.com/google/qkeras/tar.gz/v0.7.4","html_url":"https://github.com/google/qkeras/releases/tag/v0.7.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/google/qkeras@v0.7.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/tags/v0.7.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/tags/v0.7.4/manifests"},{"name":"v0.7.0","sha":"244ebe82e09b8ce6743a15c399cc8b0107a4e3d7","kind":"commit","published_at":"2020-03-24T20:37:39.000Z","download_url":"https://codeload.github.com/google/qkeras/tar.gz/v0.7.0","html_url":"https://github.com/google/qkeras/releases/tag/v0.7.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/google/qkeras@v0.7.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/tags/v0.7.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/tags/v0.7.0/manifests"},{"name":"v0.6.0","sha":"01a61fbdc75917df22583d4e445c63703af9de8a","kind":"commit","published_at":"2020-03-06T18:39:21.000Z","download_url":"https://codeload.github.com/google/qkeras/tar.gz/v0.6.0","html_url":"https://github.com/google/qkeras/releases/tag/v0.6.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/google/qkeras@v0.6.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/tags/v0.6.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/tags/v0.6.0/manifests"},{"name":"v0.5.0","sha":"71fb291ac9c4c2ad0bf2575279b57ee889f847c7","kind":"commit","published_at":"2020-01-12T08:32:10.000Z","download_url":"https://codeload.github.com/google/qkeras/tar.gz/v0.5.0","html_url":"https://github.com/google/qkeras/releases/tag/v0.5.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/google/qkeras@v0.5.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/tags/v0.5.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/tags/v0.5.0/manifests"}]},"repo_metadata_updated_at":"2025-09-07T23:46:17.073Z","dependent_packages_count":2,"downloads":4043,"downloads_period":"last-month","dependent_repos_count":22,"rankings":{"downloads":5.618991697878009,"dependent_repos_count":3.091051459240845,"dependent_packages_count":3.1734203707963204,"stargazers_count":2.8063648179254677,"forks_count":4.5745509835598215,"docker_downloads_count":null,"average":3.8528758658800926},"purl":"pkg:pypi/qkeras","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/qkeras","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/qkeras","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/qkeras/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-31T15:55:47.102Z","issues_count":85,"pull_requests_count":34,"avg_time_to_close_issue":5588792.583333333,"avg_time_to_close_pull_request":2939444.913043478,"issues_closed_count":48,"pull_requests_closed_count":23,"pull_request_authors_count":17,"issue_authors_count":65,"avg_comments_per_issue":2.1176470588235294,"avg_comments_per_pull_request":3.1470588235294117,"merged_pull_requests_count":17,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":2,"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":2,"past_year_avg_comments_per_issue":0.0,"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/google%2Fqkeras/issues","maintainers":[{"login":"lishanok","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/lishanok"}],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/qkeras/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/qkeras/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/qkeras/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/qkeras/related_packages","maintainers":[{"uuid":"qkeras-team","login":"qkeras-team","name":null,"email":null,"url":null,"packages_count":1,"html_url":"https://pypi.org/user/qkeras-team/","role":null,"created_at":"2023-02-02T14:21:14.568Z","updated_at":"2023-02-02T14:21:14.568Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/qkeras-team/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":726167,"maintainers_count":308804,"namespaces_count":0,"keywords_count":238245,"github":"pypi","metadata":{"funded_packages_count":50579},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-08T05:32:36.857Z","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"}},{"id":8805350,"name":"github.com/google/qkeras","ecosystem":"go","description":null,"homepage":null,"licenses":"apache-2.0","normalized_licenses":["Apache-2.0"],"repository_url":"https://github.com/google/qkeras","keywords_array":[],"namespace":null,"versions_count":6,"first_release_published_at":"2020-01-12T08:32:10.000Z","latest_release_published_at":"2021-02-19T23:30:05.000Z","latest_release_number":"v0.9.0","last_synced_at":"2025-09-08T12:50:38.212Z","created_at":"2024-01-25T05:14:13.364Z","updated_at":"2025-09-08T12:50:38.212Z","registry_url":"https://pkg.go.dev/github.com/google/qkeras","install_command":"go get github.com/google/qkeras","documentation_url":"https://pkg.go.dev/github.com/google/qkeras#section-documentation","metadata":{},"repo_metadata":{"uuid":"200931125","full_name":"google/qkeras","owner":"google","description":"QKeras: a quantization deep learning library for Tensorflow Keras","archived":false,"fork":false,"pushed_at":"2024-01-24T19:16:38.000Z","size":1722,"stargazers_count":514,"open_issues_count":38,"forks_count":102,"subscribers_count":31,"default_branch":"master","last_synced_at":"2024-01-24T20:32:55.670Z","etag":null,"topics":["accelerator","asic-design","deep-learning","fpga","fpga-accelerator","hardware-acceleration","keras","machine-learning","quantization","quantized-networks","quantized-neural-networks","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/google.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2019-08-06T22:11:58.000Z","updated_at":"2024-01-24T20:32:55.671Z","dependencies_parsed_at":"2023-11-04T01:41:27.918Z","dependency_job_id":null,"html_url":"https://github.com/google/qkeras","commit_stats":{"total_commits":387,"total_committers":29,"mean_commits":"13.344827586206897","dds":0.7441860465116279,"last_synced_commit":"ca554222677a25500c70f363882210811490a358"},"previous_names":[],"tags_count":6,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/google","download_url":"https://codeload.github.com/google/qkeras/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":182646220,"owners_count":11266523,"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"}},"repo_metadata_updated_at":"2024-01-25T05:26:55.997Z","dependent_packages_count":0,"downloads":null,"downloads_period":null,"dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":10.166260473489084,"dependent_packages_count":9.01589132938853,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":9.591075901438806},"purl":"pkg:golang/github.com/google/qkeras","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/go/github.com/google/qkeras","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/go/github.com/google/qkeras","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/go/github.com/google/qkeras/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2024-01-24T20:33:58.658Z","issues_count":76,"pull_requests_count":32,"avg_time_to_close_issue":5588792.583333333,"avg_time_to_close_pull_request":2790920.9545454546,"issues_closed_count":48,"pull_requests_closed_count":22,"pull_request_authors_count":15,"issue_authors_count":57,"avg_comments_per_issue":2.1842105263157894,"avg_comments_per_pull_request":3.1875,"merged_pull_requests_count":17,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":8,"past_year_pull_requests_count":7,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":2858046.75,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":4,"past_year_pull_request_authors_count":3,"past_year_issue_authors_count":7,"past_year_avg_comments_per_issue":2.125,"past_year_avg_comments_per_pull_request":0.8571428571428571,"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/google%2Fqkeras/issues"},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fgoogle%2Fqkeras/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fgoogle%2Fqkeras/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fgoogle%2Fqkeras/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fgoogle%2Fqkeras/related_packages","maintainers":[],"registry":{"name":"proxy.golang.org","url":"https://proxy.golang.org","ecosystem":"go","default":true,"packages_count":1954234,"maintainers_count":0,"namespaces_count":741771,"keywords_count":109320,"github":"golang","metadata":{"funded_packages_count":49342},"icon_url":"https://github.com/golang.png","created_at":"2022-04-04T15:19:22.939Z","updated_at":"2025-09-08T05:47:38.872Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/namespaces"}}],"commits":{"id":646313,"full_name":"google/qkeras","default_branch":"master","committers":[{"name":"Jose Corona Espinoza","email":"coronaespinoza@google.com","login":null,"count":99},{"name":"Shan Li","email":"lishanok@google.com","login":null,"count":65},{"name":"Hao Zhuang","email":"hzhuang@google.com","login":null,"count":61},{"name":"Lauri Laatu","email":"lauri.laatu@aalto.fi","login":null,"count":45},{"name":"QKeras robot","email":"qkeras-robot@google.com","login":null,"count":37},{"name":"Vladimir Loncar","email":"vloncar@users.noreply.github.com","login":null,"count":23},{"name":"Daniele Moro","email":"danielemoro@google.com","login":null,"count":21},{"name":"Akshaya Purohit","email":"akshayap@google.com","login":null,"count":11},{"name":"Duchstf","email":"minhduc8199@gmail.com","login":null,"count":8},{"name":"Claudionor Coelho","email":"nunescoelho@google.com","login":null,"count":5},{"name":"Javier M. Duarte","email":"jduarte@ucsd.edu","login":null,"count":4},{"name":"Jose Eduardo Corona Espinoza","email":"jecorona97@gmail.com","login":null,"count":3},{"name":"Yang Yang","email":"yyn@google.com","login":null,"count":3},{"name":"Francois Chollet","email":"fchollet@google.com","login":null,"count":2},{"name":"Louis Ly","email":"louisly@google.com","login":null,"count":2},{"name":"Neel Kovelamudi","email":"nkovela@google.com","login":null,"count":2},{"name":"Raul Blazquez","email":"rblazquez@google.com","login":null,"count":2},{"name":"Scott Zhu","email":"scottzhu@google.com","login":null,"count":2},{"name":"Yilei Yang","email":"yileiyang@google.com","login":null,"count":2},{"name":"mschoenb97","email":"matt.schoenbauer3@gmail.com","login":null,"count":2},{"name":"Ashish Shenoy","email":"ashishenoy@google.com","login":null,"count":1},{"name":"Chen Qian","email":"chenmoney@google.com","login":null,"count":1},{"name":"Conor McCullough","email":"comc@google.com","login":null,"count":1},{"name":"Guy Nicholson","email":"guynich@google.com","login":null,"count":1},{"name":"Haifeng Jin","email":"haifengj@google.com","login":null,"count":1},{"name":"Jiawei Xia","email":"jiaweix@google.com","login":null,"count":1},{"name":"Juan Martinez Castellanos","email":"juanantoniomc@google.com","login":null,"count":1},{"name":"Kshithij Iyer","email":"kshithij.ki@gmail.com","login":null,"count":1},{"name":"Lauri Laatu","email":"laatu@msn.com","login":null,"count":1},{"name":"Peter Hawkins","email":"phawkins@google.com","login":null,"count":1},{"name":"QKeras team","email":"qkeras-team@google.com","login":null,"count":1},{"name":"Tomer Kaftan","email":"kaftan@google.com","login":null,"count":1}],"total_commits":411,"total_committers":32,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":12.84375,"dds":0.7591240875912408,"past_year_committers":[{"name":"Akshaya Purohit","email":"akshayap@google.com","login":null,"count":11},{"name":"Shan Li","email":"lishanok@google.com","login":null,"count":6},{"name":"Conor McCullough","email":"comc@google.com","login":null,"count":1}],"past_year_total_commits":18,"past_year_total_committers":3,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":6.0,"past_year_dds":0.38888888888888884,"last_synced_at":"2025-09-08T13:55:43.681Z","last_synced_commit":"78ea90fc381fef23faa4db0e1d88bd1173c1c644","created_at":"2023-03-09T09:09:51.489Z","updated_at":"2025-09-08T13:55:38.506Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:16.827Z","repositories_count":5483992,"commits_count":854420992,"contributors_count":31151709,"owners_count":909079,"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":"google/qkeras","html_url":"https://github.com/google/qkeras","last_synced_at":"2025-08-31T15:55:47.102Z","status":null,"issues_count":85,"pull_requests_count":34,"avg_time_to_close_issue":5588792.583333333,"avg_time_to_close_pull_request":2939444.913043478,"issues_closed_count":48,"pull_requests_closed_count":23,"pull_request_authors_count":17,"issue_authors_count":65,"avg_comments_per_issue":2.1176470588235294,"avg_comments_per_pull_request":3.1470588235294117,"merged_pull_requests_count":17,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":2,"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":2,"past_year_avg_comments_per_issue":0.0,"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":"2023-05-14T22:34:15.505Z","updated_at":"2025-09-02T10:27:45.417Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/google%2Fqkeras/issues","issue_labels_count":{},"pull_request_labels_count":{"cla: yes":20,"ready to pull":16,"cla: no":2},"issue_author_associations_count":{"NONE":76,"CONTRIBUTOR":8},"pull_request_author_associations_count":{"CONTRIBUTOR":24,"NONE":11,"COLLABORATOR":1},"issue_authors":{"laumecha":5,"laurilaatu":4,"jmduarte":3,"tu1258":3,"YogaVicky":3,"MichaelDee98":2,"rdp23":2,"RatkoFri":2,"529669517":2,"chizhou12306":2,"makoeppel":2,"schmiph2":2,"nicologhielmetti":1,"HumzaSami00":1,"sandeep1404":1,"justinchuby":1,"fPecc":1,"EnriqueNueve":1,"OliverFaust":1,"Berk-Bilgin":1,"HaoranREN":1,"LucaUrbinati44":1,"alexbramanti":1,"xhluca":1,"lp247":1,"EdgarMCR":1,"vkoriukina":1,"ricardobarroslourenco":1,"HenningCode":1,"preetam19":1,"kantic":1,"febinpsunny":1,"qdlmcfresh":1,"Prince5867":1,"puranjaymohan":1,"monchhichizzq":1,"thesps":1,"FJOlugbodi":1,"WaterBoiledPizza":1,"wilfredkisku":1,"OriAlpha":1,"eejlny":1,"davidrpugh":1,"YangNuoCheng":1,"FrancescoLoro":1,"freddyD77":1,"Brainz22":1,"lcit":1,"jurevreca12":1,"zhuangh":1,"apfusco":1,"rtspk":1,"marco66colombo":1,"LordScarface":1,"susuhu":1,"AnouarITI":1,"stbunda":1,"BenGitAccount":1,"linbaiwpi":1,"boubasse":1,"alexberian":1,"eneriz-daniel":1,"lattuada-st":1,"ghailey":1},"pull_request_authors":{"jecorona97":7,"mschoenb97":5,"kshithijiyer":3,"vloncar":3,"zhuangh":2,"jmitrevs":2,"jmduarte":2,"laurilaatu":2,"fabrizioaymone":2,"lishanok":1,"raph2268":1,"fPecc":1,"nicologhielmetti":1,"julesmuhizi":1,"thesps":1,"FrancescoLoro":1,"akashhansda":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-03T00:00:08.273Z","repositories_count":10056049,"issues_count":30935695,"pull_requests_count":93179394,"authors_count":10671501,"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":2},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{"EdgarMCR":1,"marco66colombo":1},"past_year_pull_request_authors":{},"maintainers":[{"login":"lishanok","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/lishanok"}],"active_maintainers":[]},"events":{"total":{"IssuesEvent":1,"WatchEvent":31,"IssueCommentEvent":2,"PushEvent":14,"ForkEvent":7},"last_year":{"IssuesEvent":1,"WatchEvent":31,"IssueCommentEvent":2,"PushEvent":14,"ForkEvent":7}},"keywords":["accelerator","asic-design","deep-learning","fpga","fpga-accelerator","hardware-acceleration","keras","machine-learning","quantization","quantized-networks","quantized-neural-networks","tensorflow"],"dependencies":[{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2022-08-09T14:59:43.391Z","updated_at":"2022-08-09T14:59:43.391Z","repository_link":"https://github.com/google/qkeras/blob/master/requirements.txt","dependencies":[{"id":914629566,"package_name":"tensorflow","ecosystem":"pypi","requirements":"\u003e=2.5.0rc0","direct":true,"kind":"runtime","optional":false},{"id":914629569,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.16.5","direct":true,"kind":"runtime","optional":false},{"id":914629572,"package_name":"pyparser","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":914629573,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.4.1","direct":true,"kind":"runtime","optional":false},{"id":914629575,"package_name":"setuptools","ecosystem":"pypi","requirements":"\u003e=41.0.0","direct":true,"kind":"runtime","optional":false},{"id":914629577,"package_name":"argparse","ecosystem":"pypi","requirements":"\u003e=1.4.0","direct":true,"kind":"runtime","optional":false},{"id":914629579,"package_name":"pyasn1","ecosystem":"pypi","requirements":"\u003c0.5.0,\u003e=0.4.6","direct":true,"kind":"runtime","optional":false},{"id":914629581,"package_name":"requests","ecosystem":"pypi","requirements":"\u003c3,\u003e=2.21.0","direct":true,"kind":"runtime","optional":false},{"id":914629582,"package_name":"pyparsing","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":914629584,"package_name":"pytest","ecosystem":"pypi","requirements":"\u003e=4.6.9","direct":true,"kind":"runtime","optional":false},{"id":914629586,"package_name":"tensorflow-model-optimization","ecosystem":"pypi","requirements":"\u003e=0.2.1","direct":true,"kind":"runtime","optional":false},{"id":914629588,"package_name":"networkx","ecosystem":"pypi","requirements":"\u003e=2.1","direct":true,"kind":"runtime","optional":false},{"id":914629590,"package_name":"prompt_toolkit","ecosystem":"pypi","requirements":"\u003c=3.0.18","direct":true,"kind":"runtime","optional":false},{"id":914629592,"package_name":"keras-tuner","ecosystem":"pypi","requirements":"==1.0.3","direct":true,"kind":"runtime","optional":false},{"id":914629594,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e=0.23.1","direct":true,"kind":"runtime","optional":false},{"id":914629596,"package_name":"tqdm","ecosystem":"pypi","requirements":"\u003e=4.48.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2022-08-09T14:59:44.295Z","updated_at":"2022-08-09T14:59:44.295Z","repository_link":"https://github.com/google/qkeras/blob/master/setup.py","dependencies":[{"id":914646433,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.16.0","direct":true,"kind":"runtime","optional":false},{"id":914646438,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.4.1","direct":true,"kind":"runtime","optional":false},{"id":914646439,"package_name":"pyparser","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":914646441,"package_name":"setuptools","ecosystem":"pypi","requirements":"\u003e=41.0.0","direct":true,"kind":"runtime","optional":false},{"id":914646442,"package_name":"tensorflow-model-optimization","ecosystem":"pypi","requirements":"\u003e=0.2.1","direct":true,"kind":"runtime","optional":false},{"id":914646444,"package_name":"networkx","ecosystem":"pypi","requirements":"\u003e=2.1","direct":true,"kind":"runtime","optional":false},{"id":914646446,"package_name":"keras-tuner","ecosystem":"pypi","requirements":"\u003e=1.0.1","direct":true,"kind":"runtime","optional":false},{"id":914646447,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e=0.23.1","direct":true,"kind":"runtime","optional":false},{"id":914646448,"package_name":"tqdm","ecosystem":"pypi","requirements":"\u003e=4.48.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/ci.yml","sha":null,"kind":"manifest","created_at":"2023-01-30T11:30:30.043Z","updated_at":"2023-01-30T11:30:30.043Z","repository_link":"https://github.com/google/qkeras/blob/master/.github/workflows/ci.yml","dependencies":[{"id":7246590080,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7246590083,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]}],"score":18.204747932652772,"created_at":"2025-09-08T11:19:06.465Z","updated_at":"2025-10-07T08:25:54.160Z","avatar_url":"https://github.com/google.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":4043,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["deep-neural-networks","distributed","recommender","recommender-system","tensorflow-recommenders","jax","onnx"],"project_url":"https://science.ecosyste.ms/api/v1/projects/70164","html_url":"https://science.ecosyste.ms/projects/70164"}