{"id":537,"name":"ChainoPy","description":"ChainoPy: A Python Library for Discrete Time Markov Chain Based Stochastic Analysis - Published in JOSS (2024)","url":"https://github.com/aadya940/chainopy","last_synced_at":"2025-09-04T16:05:32.883Z","repository":{"id":221849502,"uuid":"755086821","full_name":"aadya940/chainopy","owner":"aadya940","description":"ChainoPy: A Python Library for Discrete Time Markov Chain based stochastic analysis","archived":false,"fork":false,"pushed_at":"2024-08-16T18:37:28.000Z","size":1165,"stargazers_count":21,"open_issues_count":7,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-09-04T05:28:18.436Z","etag":null,"topics":["bayesian-data-analysis","bayesian-inference","bayesian-statistics","data-analysis","data-science","deep-learning","forecasting","machine-learning","markov-chain","markov-model","markov-process","time-series","time-series-analysis"],"latest_commit_sha":null,"homepage":"https://chainopy.readthedocs.io/en/latest/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-2-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/aadya940.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"citation.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-02-09T12:20:39.000Z","updated_at":"2025-09-01T01:17:13.000Z","dependencies_parsed_at":"2024-04-14T18:32:55.048Z","dependency_job_id":"6856b9c8-f604-4ccd-abda-76154a71060a","html_url":"https://github.com/aadya940/chainopy","commit_stats":null,"previous_names":["aadya940/chainopy"],"tags_count":3,"template":false,"template_full_name":null,"purl":"pkg:github/aadya940/chainopy","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aadya940%2Fchainopy","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aadya940%2Fchainopy/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aadya940%2Fchainopy/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aadya940%2Fchainopy/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aadya940","download_url":"https://codeload.github.com/aadya940/chainopy/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aadya940%2Fchainopy/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273587548,"owners_count":25132849,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-04T02:00:08.968Z","response_time":61,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"owner":{"login":"aadya940","name":"Aadya Chinubhai","uuid":"77720426","kind":"user","description":"UG. Student at Ahmedabad University. \r\n","email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/77720426?u=f075fbe55d43ceeb24da527f06fada468f08b4c0\u0026v=4","repositories_count":3,"last_synced_at":"2023-06-29T09:50:04.413Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/aadya940","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-06-29T09:50:04.675Z","updated_at":"2023-06-29T09:50:04.675Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aadya940","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aadya940/repositories"},"packages":[{"id":10673602,"name":"chainopy","ecosystem":"pypi","description":"A Python Library for Markov Chain based Stochastic Analysis!","homepage":"https://github.com/aadya940/chainopy","licenses":"Copyright 2024 Aadya Chinubhai  Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:  1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.  2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS “AS IS” AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. ","normalized_licenses":["Other"],"repository_url":"https://github.com/aadya940/chainopy","keywords_array":["markov chain","stochastic analysis","python"],"namespace":null,"versions_count":5,"first_release_published_at":"2024-07-13T15:33:03.000Z","latest_release_published_at":"2024-08-12T12:45:57.000Z","latest_release_number":"1.0.3","last_synced_at":"2025-09-03T19:33:20.000Z","created_at":"2024-07-13T15:45:25.710Z","updated_at":"2025-09-04T05:14:35.180Z","registry_url":"https://pypi.org/project/chainopy/","install_command":"pip install chainopy --index-url https://pypi.org/simple","documentation_url":"https://chainopy.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":[],"normalized_name":"chainopy","project_status":null},"repo_metadata":{"id":221849502,"uuid":"755086821","full_name":"aadya940/chainopy","owner":"aadya940","description":"ChainoPy: A Python Library for Discrete Time Markov Chain based stochastic analysis","archived":false,"fork":false,"pushed_at":"2024-08-16T18:37:28.000Z","size":1165,"stargazers_count":20,"open_issues_count":7,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-08-27T23:14:11.190Z","etag":null,"topics":["bayesian-data-analysis","bayesian-inference","bayesian-statistics","data-analysis","data-science","deep-learning","forecasting","machine-learning","markov-chain","markov-model","markov-process","time-series","time-series-analysis"],"latest_commit_sha":null,"homepage":"https://chainopy.readthedocs.io/en/latest/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-2-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/aadya940.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"citation.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-02-09T12:20:39.000Z","updated_at":"2025-07-28T07:41:34.000Z","dependencies_parsed_at":"2024-04-14T18:32:55.048Z","dependency_job_id":"6856b9c8-f604-4ccd-abda-76154a71060a","html_url":"https://github.com/aadya940/chainopy","commit_stats":null,"previous_names":["aadya940/chainopy"],"tags_count":3,"template":false,"template_full_name":null,"purl":"pkg:github/aadya940/chainopy","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aadya940%2Fchainopy","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aadya940%2Fchainopy/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aadya940%2Fchainopy/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aadya940%2Fchainopy/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aadya940","download_url":"https://codeload.github.com/aadya940/chainopy/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aadya940%2Fchainopy/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273496628,"owners_count":25116266,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-03T02:00:09.631Z","response_time":76,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"},"owner_record":{"login":"aadya940","name":"Aadya Chinubhai","uuid":"77720426","kind":"user","description":"UG. Student at Ahmedabad University. \r\n","email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/77720426?u=f075fbe55d43ceeb24da527f06fada468f08b4c0\u0026v=4","repositories_count":3,"last_synced_at":"2023-06-29T09:50:04.413Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/aadya940","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-06-29T09:50:04.675Z","updated_at":"2023-06-29T09:50:04.675Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aadya940","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aadya940/repositories"},"tags":[{"name":"v1.0.3","sha":"ffdaa029351eddb54e843383871c1263ea2a1db0","kind":"commit","published_at":"2024-08-12T12:37:23.000Z","download_url":"https://codeload.github.com/aadya940/chainopy/tar.gz/v1.0.3","html_url":"https://github.com/aadya940/chainopy/releases/tag/v1.0.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/aadya940/chainopy@v1.0.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aadya940%2Fchainopy/tags/v1.0.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aadya940%2Fchainopy/tags/v1.0.3/manifests"},{"name":"v1.0.2","sha":"72b3bc349d354e541d98e999b8ec363d8329a4b3","kind":"commit","published_at":"2024-08-05T14:41:13.000Z","download_url":"https://codeload.github.com/aadya940/chainopy/tar.gz/v1.0.2","html_url":"https://github.com/aadya940/chainopy/releases/tag/v1.0.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/aadya940/chainopy@v1.0.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aadya940%2Fchainopy/tags/v1.0.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aadya940%2Fchainopy/tags/v1.0.2/manifests"},{"name":"v1.0.0","sha":"6a07a4a2175eaa13351abcf611772c91642142cf","kind":"commit","published_at":"2024-07-16T10:36:30.000Z","download_url":"https://codeload.github.com/aadya940/chainopy/tar.gz/v1.0.0","html_url":"https://github.com/aadya940/chainopy/releases/tag/v1.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/aadya940/chainopy@v1.0.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aadya940%2Fchainopy/tags/v1.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aadya940%2Fchainopy/tags/v1.0.0/manifests"}]},"repo_metadata_updated_at":"2025-09-04T05:14:35.180Z","dependent_packages_count":0,"downloads":130,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":59.926530097613416,"dependent_packages_count":10.641208913848361,"stargazers_count":18.334628043420487,"forks_count":32.51414903077862,"docker_downloads_count":null,"average":30.354129021415222},"purl":"pkg:pypi/chainopy","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/chainopy","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/chainopy","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/chainopy/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-31T19:02:31.512Z","issues_count":20,"pull_requests_count":6,"avg_time_to_close_issue":1513804.6923076923,"avg_time_to_close_pull_request":2382.0,"issues_closed_count":13,"pull_requests_closed_count":6,"pull_request_authors_count":2,"issue_authors_count":5,"avg_comments_per_issue":2.3,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":6,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":7,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":2836856.3333333335,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":3,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":4,"past_year_avg_comments_per_issue":1.1428571428571428,"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/aadya940%2Fchainopy/issues","maintainers":[{"login":"aadya940","count":25,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/aadya940"}],"active_maintainers":[{"login":"aadya940","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/aadya940"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/chainopy/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/chainopy/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/chainopy/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/chainopy/related_packages","maintainers":[{"uuid":"aadyachinubhai","login":"aadyachinubhai","name":null,"email":null,"url":null,"packages_count":3,"html_url":"https://pypi.org/user/aadyachinubhai/","role":null,"created_at":"2024-07-13T15:45:29.974Z","updated_at":"2024-07-13T15:45:29.974Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/aadyachinubhai/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":724704,"maintainers_count":308189,"namespaces_count":0,"keywords_count":237984,"github":"pypi","metadata":{"funded_packages_count":50481},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-04T05:23:51.177Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}}],"commits":{"id":9624784,"full_name":"aadya940/chainopy","default_branch":"master","committers":[{"name":"aadya940","email":"aadya@unify.ai","login":"aadya940","count":388},{"name":"Michalis Panayides","email":"michalis.pan@tulpa.ai","login":"MichalisPanayides","count":1}],"total_commits":389,"total_committers":2,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":194.5,"dds":0.0025706940874036244,"past_year_committers":[{"name":"aadya940","email":"aadya@unify.ai","login":"aadya940","count":19}],"past_year_total_commits":19,"past_year_total_committers":1,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":19.0,"past_year_dds":0.0,"last_synced_at":"2025-08-08T06:09:54.410Z","last_synced_commit":"84fd9e2fa704fd54bb78c892cb7b5e0dfe2268ef","created_at":"2025-04-11T10:45:46.020Z","updated_at":"2025-08-08T06:09:54.411Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/aadya940%2Fchainopy/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-08-09T00:00:10.639Z","repositories_count":5424455,"commits_count":849537467,"contributors_count":30943405,"owners_count":904539,"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":"aadya940/chainopy","html_url":"https://github.com/aadya940/chainopy","last_synced_at":"2025-08-31T19:02:31.512Z","status":"error","issues_count":20,"pull_requests_count":6,"avg_time_to_close_issue":1513804.6923076923,"avg_time_to_close_pull_request":2382.0,"issues_closed_count":13,"pull_requests_closed_count":6,"pull_request_authors_count":2,"issue_authors_count":5,"avg_comments_per_issue":2.3,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":6,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":7,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":2836856.3333333335,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":3,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":4,"past_year_avg_comments_per_issue":1.1428571428571428,"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":"2025-04-11T10:45:46.323Z","updated_at":"2025-09-02T19:45:25.269Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/aadya940%2Fchainopy","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/aadya940%2Fchainopy/issues","issue_labels_count":{"good first issue":2,"discussion":1},"pull_request_labels_count":{},"issue_author_associations_count":{"OWNER":16,"NONE":5,"CONTRIBUTOR":1},"pull_request_author_associations_count":{"OWNER":9,"NONE":1,"CONTRIBUTOR":1},"issue_authors":{"aadya940":16,"braniii":3,"s-agapov":1,"MichalisPanayides":1,"ashishbijlani":1},"pull_request_authors":{"aadya940":9,"MichalisPanayides":2},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-02T00:00:07.986Z","repositories_count":10042729,"issues_count":30645220,"pull_requests_count":91402388,"authors_count":10443886,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{"NONE":1,"OWNER":1},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{"aadya940":1,"s-agapov":1},"past_year_pull_request_authors":{},"maintainers":[{"login":"aadya940","count":25,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/aadya940"}],"active_maintainers":[{"login":"aadya940","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/aadya940"}]},"events":{"total":{"IssuesEvent":1,"WatchEvent":6,"IssueCommentEvent":1},"last_year":{"IssuesEvent":1,"WatchEvent":6,"IssueCommentEvent":1}},"keywords":["bayesian-data-analysis","bayesian-inference","bayesian-statistics","data-analysis","data-science","deep-learning","forecasting","machine-learning","markov-chain","markov-model","markov-process","time-series","time-series-analysis"],"dependencies":[{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2024-02-10T15:52:32.386Z","updated_at":"2024-02-10T15:52:32.386Z","repository_link":"https://github.com/aadya940/chainopy/blob/master/requirements.txt","dependencies":[{"id":16153017326,"package_name":"cython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16153017327,"package_name":"Cython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16153017328,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16153017329,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16153017330,"package_name":"xarray","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16153017331,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16153017332,"package_name":"networkx","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16153017333,"package_name":"torch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16153017334,"package_name":"numba","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements_doc.txt","sha":null,"kind":"manifest","created_at":"2024-02-10T15:52:32.619Z","updated_at":"2024-02-10T15:52:32.619Z","repository_link":"https://github.com/aadya940/chainopy/blob/master/requirements_doc.txt","dependencies":[{"id":16153017386,"package_name":"sphinx","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16153017387,"package_name":"furo","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16153017388,"package_name":"myst-parser","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements_test.txt","sha":null,"kind":"manifest","created_at":"2024-02-10T15:52:33.154Z","updated_at":"2024-02-10T15:52:33.154Z","repository_link":"https://github.com/aadya940/chainopy/blob/master/requirements_test.txt","dependencies":[{"id":16153020822,"package_name":"pytest","ecosystem":"pypi","requirements":"*","direct":true,"kind":"test","optional":false},{"id":16153020823,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"test","optional":false},{"id":16153020824,"package_name":"pydtmc","ecosystem":"pypi","requirements":"*","direct":true,"kind":"test","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2024-02-10T15:52:33.407Z","updated_at":"2024-02-10T15:52:33.407Z","repository_link":"https://github.com/aadya940/chainopy/blob/master/setup.py","dependencies":[]},{"ecosystem":"actions","filepath":".github/workflows/ci.yml","sha":null,"kind":"manifest","created_at":"2024-02-13T10:32:18.224Z","updated_at":"2024-02-13T10:32:18.224Z","repository_link":"https://github.com/aadya940/chainopy/blob/master/.github/workflows/ci.yml","dependencies":[{"id":16203166292,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":16203166295,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/draft-pdf.yml","sha":null,"kind":"manifest","created_at":"2024-02-19T14:26:22.559Z","updated_at":"2024-02-19T14:26:22.559Z","repository_link":"https://github.com/aadya940/chainopy/blob/master/.github/workflows/draft-pdf.yml","dependencies":[{"id":16318043937,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":16318043938,"package_name":"openjournals/openjournals-draft-action","ecosystem":"actions","requirements":"master","direct":true,"kind":"composite","optional":false},{"id":16318043939,"package_name":"actions/upload-artifact","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false}]}],"score":8.9005490139363,"created_at":"2025-09-04T09:17:36.010Z","updated_at":"2025-10-07T08:04:25.774Z","avatar_url":"https://github.com/aadya940.png","language":"Jupyter Notebook","category":"Scientific Software","sub_category":"Peer-reviewed","monthly_downloads":130,"funding_links":[],"readme_doi_urls":["https://doi.org/10.21105/joss.06880"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/537","html_url":"https://science.ecosyste.ms/projects/537","bibtex_url":"https://science.ecosyste.ms/projects/537/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/537/export.apalike"}