{"id":30882,"name":"nab","description":"The Numenta Anomaly Benchmark","url":"https://github.com/numenta/nab","last_synced_at":"2025-09-05T04:58:43.447Z","repository":{"id":16746553,"uuid":"19504082","full_name":"numenta/NAB","owner":"numenta","description":"The Numenta Anomaly Benchmark","archived":false,"fork":false,"pushed_at":"2024-12-03T17:49:50.000Z","size":85513,"stargazers_count":2006,"open_issues_count":42,"forks_count":871,"subscribers_count":120,"default_branch":"master","last_synced_at":"2025-05-22T05:07:11.712Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":"micropython/micropython-lib","license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/numenta.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE.txt","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":".zenodo.json"}},"created_at":"2014-05-06T17:39:21.000Z","updated_at":"2025-05-21T07:03:41.000Z","dependencies_parsed_at":"2023-01-13T20:30:56.080Z","dependency_job_id":"d5b0efe2-4a2d-4d36-a311-cc3af214e57d","html_url":"https://github.com/numenta/NAB","commit_stats":null,"previous_names":[],"tags_count":3,"template":false,"template_full_name":null,"purl":"pkg:github/numenta/NAB","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/numenta%2FNAB","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/numenta%2FNAB/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/numenta%2FNAB/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/numenta%2FNAB/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/numenta","download_url":"https://codeload.github.com/numenta/NAB/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/numenta%2FNAB/sbom","scorecard":{"id":698606,"data":{"date":"2025-08-11","repo":{"name":"github.com/numenta/NAB","commit":"ea702d75cc2258d9d7dd35ca8e5e2539d71f3140"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":2.8,"checks":[{"name":"Code-Review","score":7,"reason":"Found 13/17 approved changesets -- score normalized to 7","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":"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":"Dangerous-Workflow","score":-1,"reason":"no workflows found","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":"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":"Token-Permissions","score":-1,"reason":"No tokens found","details":null,"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":9,"reason":"binaries present in source code","details":["Warn: binary detected: nab/detectors/htmjava/nab/detectors/htmjava/gradle/wrapper/gradle-wrapper.jar:1"],"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":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE.txt:0","Info: FSF or OSI recognized license: MIT License: LICENSE.txt:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"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":"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":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":"Vulnerabilities","score":4,"reason":"6 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2023-102","Warn: Project is vulnerable to: PYSEC-2023-114","Warn: Project is vulnerable to: PYSEC-2020-73","Warn: Project is vulnerable to: PYSEC-2020-107 / GHSA-jjw5-xxj6-pcv5","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 28 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":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: containerImage not pinned by hash: Dockerfile.py27:1","Warn: pipCommand not pinned by hash: Dockerfile.py27:15","Warn: pipCommand not pinned by hash: Dockerfile.py27:20","Info:   0 out of   1 containerImage dependencies pinned","Info:   0 out of   2 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"}}]},"last_synced_at":"2025-08-22T04:30:16.290Z","repository_id":16746553,"created_at":"2025-08-22T04:30:16.290Z","updated_at":"2025-08-22T04:30:16.290Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273713608,"owners_count":25154612,"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":"2025-09-05T02:00:09.113Z","response_time":402,"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":"numenta","name":"Numenta","uuid":"1039191","kind":"organization","description":"Biologically inspired machine intelligence","email":null,"website":"http://numenta.com","location":"Redwood City, Ca","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/1039191?v=4","repositories_count":43,"last_synced_at":"2024-04-15T11:38:51.599Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/numenta","funding_links":[],"total_stars":10180,"followers":218,"following":0,"created_at":"2022-11-04T00:20:59.689Z","updated_at":"2024-04-15T11:39:08.570Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/numenta","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/numenta/repositories"},"packages":[],"commits":{"id":1789032,"full_name":"numenta/NAB","default_branch":"master","committers":[{"name":"Alexander Lavin","email":"alavin@numenta.com","login":null,"count":162},{"name":"Ian Danforth","email":"iandanforth@gmail.com","login":"iandanforth","count":64},{"name":"zuhaagha","email":"zua2@pitt.edu","login":"zuhaagha","count":60},{"name":"Jay Gokhale","email":"jgokhale@jays-mbp.corp.numenta.com","login":null,"count":58},{"name":"BoltzmannBrain","email":"alexdlavin@gmail.com","login":"BoltzmannBrain","count":50},{"name":"Subutai Ahmad","email":"sahmad@numenta.com","login":"subutai","count":39},{"name":"Jay Gokhale","email":"simjega@gmail.com","login":"simjega","count":34},{"name":"Jay Gokhale","email":"jgokhale@jaygokhalesmbp.corp.numenta.com","login":null,"count":32},{"name":"Luiz Scheinkman","email":"lscheinkman@numenta.com","login":"lscheinkman","count":27},{"name":"Scott Purdy","email":"spurdy@numenta.com","login":"scottpurdy","count":18},{"name":"Matthew Taylor","email":"matt@numenta.org","login":"rhyolight","count":17},{"name":"Mikhail Smirnov","email":"smirmik@gmail.com","login":"smirmik","count":11},{"name":"Tom","email":"tomssilver@gmail.com","login":"tomsilver","count":10},{"name":"Mark Hampton","email":"mark.hampton@ieee.org","login":"markNZed","count":5},{"name":"Marion Le Borgne","email":"mleborgne@numenta.com","login":null,"count":5},{"name":"Marcus Lewis","email":"mrcslws@gmail.com","login":"mrcslws","count":4},{"name":"y-takashina","email":"takashina2051@gmail.com","login":"ytakashina","count":4},{"name":"Sergey Kibish","email":"skibish","login":"skibish","count":4},{"name":"cogmission","email":"cogitionmission@gmail.com","login":null,"count":4},{"name":"cbaranski","email":"cbaranski@numenta.com","login":"cbaranski","count":3},{"name":"ish-vlad","email":"ishvlad28@gmail.com","login":"ishvlad","count":3},{"name":"earthgecko","email":"gary.wilson@of-networks.co.uk","login":"earthgecko","count":3},{"name":"Richard Crowder","email":"riccro@gmail.com","login":"rcrowder","count":2},{"name":"Austin Marshall","email":"amarshall@numenta.com","login":null,"count":2},{"name":"ish-vlad","email":"vlad@MacBook-Pro-Vladislav.local","login":null,"count":2},{"name":"Chetan Surpur","email":"chetan51@gmail.com","login":"chetan51","count":1},{"name":"Marek Otahal","email":"markotahal@gmail.com","login":"breznak","count":1},{"name":"Pasindu Perera","email":"pasindubawantha@gmail.com","login":"pasindubawantha","count":1},{"name":"ish-vlad","email":"vlad@5.45.224.38-red.dhcp.yndx.net","login":null,"count":1},{"name":"Sagan Bolliger","email":"sbolliger@numenta.com","login":"SaganBolliger","count":1},{"name":"Tristan Slominski","email":"tslominski@numenta.com","login":"tristanls","count":1},{"name":"Will Welch","email":"github@quietplease.com","login":"welch","count":1},{"name":"Zachary T Cross","email":"fjordsofnorway@gmail.com","login":"balladeer","count":1},{"name":"go-bears","email":"go-bears","login":"go-bears","count":1}],"total_commits":632,"total_committers":34,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":18.58823529411765,"dds":0.7436708860759493,"past_year_committers":[{"name":"Tristan Slominski","email":"tslominski@numenta.com","login":"tristanls","count":1}],"past_year_total_commits":1,"past_year_total_committers":1,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":1.0,"past_year_dds":0.0,"last_synced_at":"2025-03-01T07:44:50.459Z","last_synced_commit":"ea702d75cc2258d9d7dd35ca8e5e2539d71f3140","created_at":"2024-09-20T23:34:24.707Z","updated_at":"2025-03-01T07:44:50.484Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/numenta%2FNAB/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.343Z","repositories_count":5480019,"commits_count":853389012,"contributors_count":31098138,"owners_count":906558,"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":"numenta/NAB","html_url":"https://github.com/numenta/NAB","last_synced_at":"2025-08-31T16:03:52.542Z","status":null,"issues_count":48,"pull_requests_count":55,"avg_time_to_close_issue":26651259.282608695,"avg_time_to_close_pull_request":482887.0909090909,"issues_closed_count":46,"pull_requests_closed_count":55,"pull_request_authors_count":9,"issue_authors_count":6,"avg_comments_per_issue":1.25,"avg_comments_per_pull_request":2.2363636363636363,"merged_pull_requests_count":48,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":2,"past_year_pull_requests_count":1,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":8851.0,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":1,"past_year_pull_request_authors_count":1,"past_year_issue_authors_count":2,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":2.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":1,"created_at":"2024-09-20T23:34:24.818Z","updated_at":"2025-09-03T00:55:51.307Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/numenta%2FNAB","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/numenta%2FNAB/issues","issue_labels_count":{"P4":11,"P3":11,"enhancement":8,"P2":6,"performance":5,"documentation":3,"wiki":2,"bug":1,"data":1,"blocked":1,"administrative":1},"pull_request_labels_count":{"P3":1,"documentation":1},"issue_author_associations_count":{"CONTRIBUTOR":30,"MEMBER":15,"NONE":5,"COLLABORATOR":1},"pull_request_author_associations_count":{"CONTRIBUTOR":46,"MEMBER":7,"COLLABORATOR":2,"NONE":1},"issue_authors":{"BoltzmannBrain":30,"subutai":14,"iandanforth":1,"AndrewLawrence80":1,"IMRO832000":1,"Layla-Aphrodite":1,"parthaajs":1,"deveshjawla":1,"breznak":1},"pull_request_authors":{"BoltzmannBrain":28,"simjega":15,"subutai":5,"iandanforth":2,"tristanls":2,"chetan51":1,"rhyolight":1,"scottpurdy":1,"breznak":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-04T00:00:25.939Z","repositories_count":10082405,"issues_count":31230170,"pull_requests_count":96100294,"authors_count":10694153,"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":{"NONE":1,"CONTRIBUTOR":1},"past_year_issue_authors":{"deveshjawla":1,"parthaajs":1},"past_year_pull_request_authors":{"tristanls":2},"maintainers":[{"login":"subutai","count":19,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/subutai"},{"login":"iandanforth","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/iandanforth"},{"login":"breznak","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/breznak"},{"login":"rhyolight","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rhyolight"}],"active_maintainers":[]},"events":{"total":{"IssuesEvent":2,"WatchEvent":106,"IssueCommentEvent":3,"PushEvent":1,"PullRequestEvent":2,"ForkEvent":17},"last_year":{"IssuesEvent":2,"WatchEvent":106,"IssueCommentEvent":3,"PushEvent":1,"PullRequestEvent":2,"ForkEvent":17}},"keywords":[],"dependencies":[{"ecosystem":"pypi","filepath":"nab/detectors/ARTime/requirements.txt","sha":null,"kind":"manifest","created_at":"2022-07-12T01:47:30.500Z","updated_at":"2022-07-12T01:47:30.500Z","repository_link":"https://github.com/numenta/NAB/blob/master/nab/detectors/ARTime/requirements.txt","dependencies":[{"id":145422868,"package_name":"juliacall","ecosystem":"pypi","requirements":"==0.4.3","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"nab/detectors/earthgecko_skyline/requirements.txt","sha":null,"kind":"manifest","created_at":"2022-07-12T01:47:30.638Z","updated_at":"2022-07-12T01:47:30.638Z","repository_link":"https://github.com/numenta/NAB/blob/master/nab/detectors/earthgecko_skyline/requirements.txt","dependencies":[{"id":145425911,"package_name":"scipy","ecosystem":"pypi","requirements":"==1.1.0","direct":true,"kind":"runtime","optional":false},{"id":145425912,"package_name":"statsmodels","ecosystem":"pypi","requirements":"==0.8.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"nab/detectors/htmjava/requirements.txt","sha":null,"kind":"manifest","created_at":"2022-07-12T01:47:30.874Z","updated_at":"2022-07-12T01:47:30.874Z","repository_link":"https://github.com/numenta/NAB/blob/master/nab/detectors/htmjava/requirements.txt","dependencies":[{"id":145426080,"package_name":"nupic","ecosystem":"pypi","requirements":"==1.0.5","direct":true,"kind":"runtime","optional":false},{"id":145426081,"package_name":"pandas","ecosystem":"pypi","requirements":"==0.20.3","direct":true,"kind":"runtime","optional":false},{"id":145426082,"package_name":"simplejson","ecosystem":"pypi","requirements":"==3.11.1","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"nab/detectors/numenta/requirements.txt","sha":null,"kind":"manifest","created_at":"2022-07-12T01:47:30.991Z","updated_at":"2022-07-12T01:47:30.991Z","repository_link":"https://github.com/numenta/NAB/blob/master/nab/detectors/numenta/requirements.txt","dependencies":[{"id":145426260,"package_name":"nupic","ecosystem":"pypi","requirements":"==1.0.5","direct":true,"kind":"runtime","optional":false},{"id":145426261,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003c=1.16","direct":true,"kind":"runtime","optional":false},{"id":145426262,"package_name":"pandas","ecosystem":"pypi","requirements":"==0.20.3","direct":true,"kind":"runtime","optional":false},{"id":145426263,"package_name":"simplejson","ecosystem":"pypi","requirements":"==3.11.1","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2022-07-12T01:47:31.076Z","updated_at":"2022-07-12T01:47:31.076Z","repository_link":"https://github.com/numenta/NAB/blob/master/requirements.txt","dependencies":[{"id":145428146,"package_name":"Cython","ecosystem":"pypi","requirements":"==0.29.14","direct":true,"kind":"runtime","optional":false},{"id":145428147,"package_name":"pandas","ecosystem":"pypi","requirements":"==0.23.3","direct":true,"kind":"runtime","optional":false},{"id":145428148,"package_name":"simplejson","ecosystem":"pypi","requirements":"==3.11.1","direct":true,"kind":"runtime","optional":false},{"id":145428149,"package_name":"boto3","ecosystem":"pypi","requirements":"==1.9.134","direct":true,"kind":"runtime","optional":false},{"id":145428150,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"==0.21.1","direct":true,"kind":"runtime","optional":false},{"id":145428151,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"==0.20.1","direct":true,"kind":"runtime","optional":false},{"id":145428152,"package_name":"plotly","ecosystem":"pypi","requirements":"==2.0.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"conda","filepath":"environment.yml","sha":null,"kind":"manifest","created_at":"2023-01-13T20:30:55.939Z","updated_at":"2023-01-13T20:30:55.939Z","repository_link":"https://github.com/numenta/NAB/blob/master/environment.yml","dependencies":[{"id":6891373942,"package_name":"boto3","ecosystem":"conda","requirements":"1.9.134","direct":true,"kind":"runtime","optional":false},{"id":6891373943,"package_name":"pandas","ecosystem":"conda","requirements":"0.20.3","direct":true,"kind":"runtime","optional":false},{"id":6891373944,"package_name":"pip","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":6891373945,"package_name":"python","ecosystem":"conda","requirements":"3.6.*","direct":true,"kind":"runtime","optional":false},{"id":6891373946,"package_name":"scikit-learn","ecosystem":"conda","requirements":"0.21.1","direct":true,"kind":"runtime","optional":false},{"id":6891373947,"package_name":"simplejson","ecosystem":"conda","requirements":"3.11.1","direct":true,"kind":"runtime","optional":false}]}],"score":11.15097951077556,"created_at":"2025-09-04T15:51:03.669Z","updated_at":"2025-10-07T08:13:15.656Z","avatar_url":"https://github.com/numenta.png","language":"Jupyter Notebook","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":["https://doi.org/10.5281/zenodo.1040335","https://doi.org/10.1016/j.neucom.2017.04.070"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/30882","html_url":"https://science.ecosyste.ms/projects/30882"}