{"id":160072,"name":null,"description":null,"url":"https://github.com/brickmanlab/riveiro-et-al-2023","last_synced_at":"2025-09-09T18:01:37.414Z","repository":{"id":210917241,"uuid":"616362341","full_name":"brickmanlab/riveiro-et-al-2023","owner":"brickmanlab","description":null,"archived":false,"fork":false,"pushed_at":"2023-12-05T14:50:20.000Z","size":33297,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2023-12-05T15:37:13.148Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/brickmanlab.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2023-03-20T08:38:15.000Z","updated_at":"2023-12-05T15:37:23.208Z","dependencies_parsed_at":"2023-12-05T15:52:39.721Z","dependency_job_id":null,"html_url":"https://github.com/brickmanlab/riveiro-et-al-2023","commit_stats":null,"previous_names":["brickmanlab/riveiro-et-al-2023"],"tags_count":1,"template":null,"template_full_name":null,"purl":"pkg:github/brickmanlab/riveiro-et-al-2023","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brickmanlab%2Friveiro-et-al-2023","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brickmanlab%2Friveiro-et-al-2023/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brickmanlab%2Friveiro-et-al-2023/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brickmanlab%2Friveiro-et-al-2023/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/brickmanlab","download_url":"https://codeload.github.com/brickmanlab/riveiro-et-al-2023/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brickmanlab%2Friveiro-et-al-2023/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274339629,"owners_count":25267289,"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":"2025-09-09T02:00:10.223Z","response_time":80,"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":"brickmanlab","name":"Brickman group","uuid":"60601058","kind":"organization","description":"Professor Joshua Brickman at Center for Stem Cell Medicine (reNEW), University of Copenhagen","email":null,"website":"https://danstem.ku.dk/research1/brickman/","location":"Copenhagen","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/60601058?v=4","repositories_count":3,"last_synced_at":"2023-02-26T18:45:48.161Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/brickmanlab","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-02-26T18:45:48.161Z","updated_at":"2023-02-26T18:45:48.161Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/brickmanlab","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/brickmanlab/repositories"},"packages":[],"commits":{"message":"Repository syncing started."},"issues_stats":{"full_name":"brickmanlab/riveiro-et-al-2023","html_url":"https://github.com/brickmanlab/riveiro-et-al-2023","last_synced_at":null,"status":null,"issues_count":null,"pull_requests_count":null,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":null,"pull_requests_closed_count":null,"pull_request_authors_count":null,"issue_authors_count":null,"avg_comments_per_issue":null,"avg_comments_per_pull_request":null,"merged_pull_requests_count":null,"bot_issues_count":null,"bot_pull_requests_count":null,"past_year_issues_count":null,"past_year_pull_requests_count":null,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":null,"past_year_pull_requests_closed_count":null,"past_year_pull_request_authors_count":null,"past_year_issue_authors_count":null,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":null,"past_year_bot_pull_requests_count":null,"past_year_merged_pull_requests_count":null,"created_at":"2025-09-09T18:01:05.730Z","updated_at":"2025-09-09T18:01:05.730Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/brickmanlab%2Friveiro-et-al-2023","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/brickmanlab%2Friveiro-et-al-2023/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{},"pull_request_author_associations_count":{},"issue_authors":{},"pull_request_authors":{},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-09T00:00:11.778Z","repositories_count":10196250,"issues_count":32245739,"pull_requests_count":101768105,"authors_count":10740850,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{},"last_year":{}},"keywords":[],"dependencies":[{"ecosystem":"pypi","filepath":"environment.yml","sha":null,"kind":"manifest","created_at":"2023-12-05T15:52:38.305Z","updated_at":"2023-12-05T15:52:38.305Z","repository_link":"https://github.com/brickmanlab/riveiro-et-al-2023/blob/master/environment.yml","dependencies":[{"id":14916107089,"package_name":"absl-py","ecosystem":"pypi","requirements":"==1.4.0","direct":true,"kind":"runtime","optional":false},{"id":14916107090,"package_name":"adjusttext","ecosystem":"pypi","requirements":"==0.8","direct":true,"kind":"runtime","optional":false},{"id":14916107091,"package_name":"aiofiles","ecosystem":"pypi","requirements":"==22.1.0","direct":true,"kind":"runtime","optional":false},{"id":14916107092,"package_name":"aiohttp","ecosystem":"pypi","requirements":"==3.8.4","direct":true,"kind":"runtime","optional":false},{"id":14916107093,"package_name":"aiosignal","ecosystem":"pypi","requirements":"==1.3.1","direct":true,"kind":"runtime","optional":false},{"id":14916107094,"package_name":"aiosqlite","ecosystem":"pypi","requirements":"==0.19.0","direct":true,"kind":"runtime","optional":false},{"id":14916107095,"package_name":"anndata","ecosystem":"pypi","requirements":"==0.9.1","direct":true,"kind":"runtime","optional":false},{"id":14916107096,"package_name":"anyio","ecosystem":"pypi","requirements":"==3.7.0","direct":true,"kind":"runtime","optional":false},{"id":14916107097,"package_name":"argon2-cffi","ecosystem":"pypi","requirements":"==21.3.0","direct":true,"kind":"runtime","optional":false},{"id":14916107098,"package_name":"argon2-cffi-bindings","ecosystem":"pypi","requirements":"==21.2.0","direct":true,"kind":"runtime","optional":false},{"id":14916107099,"package_name":"arrow","ecosystem":"pypi","requirements":"==1.2.3","direct":true,"kind":"runtime","optional":false},{"id":14916107100,"package_name":"asttokens","ecosystem":"pypi","requirements":"==2.2.1","direct":true,"kind":"runtime","optional":false},{"id":14916107101,"package_name":"astunparse","ecosystem":"pypi","requirements":"==1.6.3","direct":true,"kind":"runtime","optional":false},{"id":14916107102,"package_name":"async-timeout","ecosystem":"pypi","requirements":"==4.0.2","direct":true,"kind":"runtime","optional":false},{"id":14916107103,"package_name":"attrs","ecosystem":"pypi","requirements":"==23.1.0","direct":true,"kind":"runtime","optional":false},{"id":14916107104,"package_name":"backcall","ecosystem":"pypi","requirements":"==0.2.0","direct":true,"kind":"runtime","optional":false},{"id":14916107105,"package_name":"beautifulsoup4","ecosystem":"pypi","requirements":"==4.12.2","direct":true,"kind":"runtime","optional":false},{"id":14916107106,"package_name":"bleach","ecosystem":"pypi","requirements":"==6.0.0","direct":true,"kind":"runtime","optional":false},{"id":14916107107,"package_name":"blessed","ecosystem":"pypi","requirements":"==1.20.0","direct":true,"kind":"runtime","optional":false},{"id":14916107108,"package_name":"blosc2","ecosystem":"pypi","requirements":"==2.0.0","direct":true,"kind":"runtime","optional":false},{"id":14916107109,"package_name":"brokenaxes","ecosystem":"pypi","requirements":"==0.5.0","direct":true,"kind":"runtime","optional":false},{"id":14916107110,"package_name":"cached-property","ecosystem":"pypi","requirements":"==1.5.2","direct":true,"kind":"runtime","optional":false},{"id":14916107111,"package_name":"cachetools","ecosystem":"pypi","requirements":"==5.3.1","direct":true,"kind":"runtime","optional":false},{"id":14916107112,"package_name":"cattrs","ecosystem":"pypi","requirements":"==23.1.2","direct":true,"kind":"runtime","optional":false},{"id":14916107113,"package_name":"cellrank","ecosystem":"pypi","requirements":"==2.0.1","direct":true,"kind":"runtime","optional":false},{"id":14916107114,"package_name":"certifi","ecosystem":"pypi","requirements":"==2023.5.7","direct":true,"kind":"runtime","optional":false},{"id":14916107115,"package_name":"cffi","ecosystem":"pypi","requirements":"==1.15.1","direct":true,"kind":"runtime","optional":false},{"id":14916107116,"package_name":"charset-normalizer","ecosystem":"pypi","requirements":"==3.1.0","direct":true,"kind":"runtime","optional":false},{"id":14916107117,"package_name":"chex","ecosystem":"pypi","requirements":"==0.1.7","direct":true,"kind":"runtime","optional":false},{"id":14916107118,"package_name":"click","ecosystem":"pypi","requirements":"==8.1.3","direct":true,"kind":"runtime","optional":false},{"id":14916107119,"package_name":"cloudpickle","ecosystem":"pypi","requirements":"==2.2.1","direct":true,"kind":"runtime","optional":false},{"id":14916107120,"package_name":"cmake","ecosystem":"pypi","requirements":"==3.26.4","direct":true,"kind":"runtime","optional":false},{"id":14916107121,"package_name":"comm","ecosystem":"pypi","requirements":"==0.1.3","direct":true,"kind":"runtime","optional":false},{"id":14916107122,"package_name":"contextlib2","ecosystem":"pypi","requirements":"==21.6.0","direct":true,"kind":"runtime","optional":false},{"id":14916107123,"package_name":"contourpy","ecosystem":"pypi","requirements":"==1.1.0","direct":true,"kind":"runtime","optional":false},{"id":14916107124,"package_name":"croniter","ecosystem":"pypi","requirements":"==1.3.15","direct":true,"kind":"runtime","optional":false},{"id":14916107125,"package_name":"cycler","ecosystem":"pypi","requirements":"==0.11.0","direct":true,"kind":"runtime","optional":false},{"id":14916107126,"package_name":"dateutils","ecosystem":"pypi","requirements":"==0.6.12","direct":true,"kind":"runtime","optional":false},{"id":14916107127,"package_name":"debugpy","ecosystem":"pypi","requirements":"==1.6.7","direct":true,"kind":"runtime","optional":false},{"id":14916107128,"package_name":"decorator","ecosystem":"pypi","requirements":"==5.1.1","direct":true,"kind":"runtime","optional":false},{"id":14916107129,"package_name":"deepdiff","ecosystem":"pypi","requirements":"==6.3.0","direct":true,"kind":"runtime","optional":false},{"id":14916107130,"package_name":"defusedxml","ecosystem":"pypi","requirements":"==0.7.1","direct":true,"kind":"runtime","optional":false},{"id":14916107131,"package_name":"deprecated","ecosystem":"pypi","requirements":"==1.2.14","direct":true,"kind":"runtime","optional":false},{"id":14916107132,"package_name":"dm-tree","ecosystem":"pypi","requirements":"==0.1.8","direct":true,"kind":"runtime","optional":false},{"id":14916107133,"package_name":"docrep","ecosystem":"pypi","requirements":"==0.3.2","direct":true,"kind":"runtime","optional":false},{"id":14916107134,"package_name":"elpigraph-python","ecosystem":"pypi","requirements":"==0.2.7","direct":true,"kind":"runtime","optional":false},{"id":14916107135,"package_name":"equinox","ecosystem":"pypi","requirements":"==0.11.1","direct":true,"kind":"runtime","optional":false},{"id":14916107136,"package_name":"et-xmlfile","ecosystem":"pypi","requirements":"==1.1.0","direct":true,"kind":"runtime","optional":false},{"id":14916107137,"package_name":"etils","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":14916107138,"package_name":"exceptiongroup","ecosystem":"pypi","requirements":"==1.1.1","direct":true,"kind":"runtime","optional":false},{"id":14916107139,"package_name":"executing","ecosystem":"pypi","requirements":"==1.2.0","direct":true,"kind":"runtime","optional":false},{"id":14916107140,"package_name":"fa2","ecosystem":"pypi","requirements":"==0.3.5","direct":true,"kind":"runtime","optional":false},{"id":14916107141,"package_name":"fastapi","ecosystem":"pypi","requirements":"==0.98.0","direct":true,"kind":"runtime","optional":false},{"id":14916107142,"package_name":"fastjsonschema","ecosystem":"pypi","requirements":"==2.17.1","direct":true,"kind":"runtime","optional":false},{"id":14916107143,"package_name":"fcsparser","ecosystem":"pypi","requirements":"==0.2.6","direct":true,"kind":"runtime","optional":false},{"id":14916107144,"package_name":"filelock","ecosystem":"pypi","requirements":"==3.12.2","direct":true,"kind":"runtime","optional":false},{"id":14916107145,"package_name":"flatbuffers","ecosystem":"pypi","requirements":"==23.5.26","direct":true,"kind":"runtime","optional":false},{"id":14916107146,"package_name":"flax","ecosystem":"pypi","requirements":"==0.6.11","direct":true,"kind":"runtime","optional":false},{"id":14916107147,"package_name":"fonttools","ecosystem":"pypi","requirements":"==4.40.0","direct":true,"kind":"runtime","optional":false},{"id":14916107148,"package_name":"fqdn","ecosystem":"pypi","requirements":"==1.5.1","direct":true,"kind":"runtime","optional":false},{"id":14916107149,"package_name":"frozenlist","ecosystem":"pypi","requirements":"==1.3.3","direct":true,"kind":"runtime","optional":false},{"id":14916107150,"package_name":"fsspec","ecosystem":"pypi","requirements":"==2023.6.0","direct":true,"kind":"runtime","optional":false},{"id":14916107151,"package_name":"future","ecosystem":"pypi","requirements":"==0.18.3","direct":true,"kind":"runtime","optional":false},{"id":14916107152,"package_name":"gast","ecosystem":"pypi","requirements":"==0.4.0","direct":true,"kind":"runtime","optional":false},{"id":14916107153,"package_name":"google-auth","ecosystem":"pypi","requirements":"==2.21.0","direct":true,"kind":"runtime","optional":false},{"id":14916107154,"package_name":"google-auth-oauthlib","ecosystem":"pypi","requirements":"==1.0.0","direct":true,"kind":"runtime","optional":false},{"id":14916107155,"package_name":"google-pasta","ecosystem":"pypi","requirements":"==0.2.0","direct":true,"kind":"runtime","optional":false},{"id":14916107156,"package_name":"gprofiler-official","ecosystem":"pypi","requirements":"==1.0.0","direct":true,"kind":"runtime","optional":false},{"id":14916107157,"package_name":"graphtools","ecosystem":"pypi","requirements":"==1.5.3","direct":true,"kind":"runtime","optional":false},{"id":14916107158,"package_name":"grpcio","ecosystem":"pypi","requirements":"==1.51.3","direct":true,"kind":"runtime","optional":false},{"id":14916107159,"package_name":"gtftools","ecosystem":"pypi","requirements":"==0.9.0","direct":true,"kind":"runtime","optional":false},{"id":14916107160,"package_name":"h11","ecosystem":"pypi","requirements":"==0.14.0","direct":true,"kind":"runtime","optional":false},{"id":14916107161,"package_name":"h5py","ecosystem":"pypi","requirements":"==3.9.0","direct":true,"kind":"runtime","optional":false},{"id":14916107162,"package_name":"hyperopt","ecosystem":"pypi","requirements":"==0.2.7","direct":true,"kind":"runtime","optional":false},{"id":14916107163,"package_name":"idna","ecosystem":"pypi","requirements":"==3.4","direct":true,"kind":"runtime","optional":false},{"id":14916107164,"package_name":"igraph","ecosystem":"pypi","requirements":"==0.10.4","direct":true,"kind":"runtime","optional":false},{"id":14916107165,"package_name":"importlib-resources","ecosystem":"pypi","requirements":"==5.12.0","direct":true,"kind":"runtime","optional":false},{"id":14916107166,"package_name":"inquirer","ecosystem":"pypi","requirements":"==3.1.3","direct":true,"kind":"runtime","optional":false},{"id":14916107167,"package_name":"ipykernel","ecosystem":"pypi","requirements":"==6.23.2","direct":true,"kind":"runtime","optional":false},{"id":14916107168,"package_name":"ipython","ecosystem":"pypi","requirements":"==8.14.0","direct":true,"kind":"runtime","optional":false},{"id":14916107169,"package_name":"isoduration","ecosystem":"pypi","requirements":"==20.11.0","direct":true,"kind":"runtime","optional":false},{"id":14916107170,"package_name":"itsdangerous","ecosystem":"pypi","requirements":"==2.1.2","direct":true,"kind":"runtime","optional":false},{"id":14916107171,"package_name":"jax","ecosystem":"pypi","requirements":"==0.4.13","direct":true,"kind":"runtime","optional":false},{"id":14916107172,"package_name":"jaxlib","ecosystem":"pypi","requirements":"==0.4.13","direct":true,"kind":"runtime","optional":false},{"id":14916107173,"package_name":"jaxopt","ecosystem":"pypi","requirements":"==0.8.1","direct":true,"kind":"runtime","optional":false},{"id":14916107174,"package_name":"jaxtyping","ecosystem":"pypi","requirements":"==0.2.23","direct":true,"kind":"runtime","optional":false},{"id":14916107175,"package_name":"jedi","ecosystem":"pypi","requirements":"==0.18.2","direct":true,"kind":"runtime","optional":false},{"id":14916107176,"package_name":"jinja2","ecosystem":"pypi","requirements":"==3.0.3","direct":true,"kind":"runtime","optional":false},{"id":14916107177,"package_name":"joblib","ecosystem":"pypi","requirements":"==1.2.0","direct":true,"kind":"runtime","optional":false},{"id":14916107178,"package_name":"jsonpointer","ecosystem":"pypi","requirements":"==2.4","direct":true,"kind":"runtime","optional":false},{"id":14916107179,"package_name":"jsonschema","ecosystem":"pypi","requirements":"==4.17.3","direct":true,"kind":"runtime","optional":false},{"id":14916107180,"package_name":"jupyter-client","ecosystem":"pypi","requirements":"==8.2.0","direct":true,"kind":"runtime","optional":false},{"id":14916107181,"package_name":"jupyter-collaboration","ecosystem":"pypi","requirements":"==1.0.0","direct":true,"kind":"runtime","optional":false},{"id":14916107182,"package_name":"jupyter-core","ecosystem":"pypi","requirements":"==5.3.1","direct":true,"kind":"runtime","optional":false},{"id":14916107183,"package_name":"jupyter-events","ecosystem":"pypi","requirements":"==0.6.3","direct":true,"kind":"runtime","optional":false},{"id":14916107184,"package_name":"jupyter-server","ecosystem":"pypi","requirements":"==2.6.0","direct":true,"kind":"runtime","optional":false},{"id":14916107185,"package_name":"jupyter-server-fileid","ecosystem":"pypi","requirements":"==0.9.0","direct":true,"kind":"runtime","optional":false},{"id":14916107186,"package_name":"jupyter-server-terminals","ecosystem":"pypi","requirements":"==0.4.4","direct":true,"kind":"runtime","optional":false},{"id":14916107187,"package_name":"jupyter-ydoc","ecosystem":"pypi","requirements":"==1.0.2","direct":true,"kind":"runtime","optional":false},{"id":14916107188,"package_name":"jupyterlab-pygments","ecosystem":"pypi","requirements":"==0.2.2","direct":true,"kind":"runtime","optional":false},{"id":14916107189,"package_name":"keras","ecosystem":"pypi","requirements":"==2.12.0","direct":true,"kind":"runtime","optional":false},{"id":14916107190,"package_name":"kiwisolver","ecosystem":"pypi","requirements":"==1.4.4","direct":true,"kind":"runtime","optional":false},{"id":14916107191,"package_name":"leidenalg","ecosystem":"pypi","requirements":"==0.9.1","direct":true,"kind":"runtime","optional":false},{"id":14916107192,"package_name":"libclang","ecosystem":"pypi","requirements":"==16.0.0","direct":true,"kind":"runtime","optional":false},{"id":14916107193,"package_name":"lightning","ecosystem":"pypi","requirements":"==2.0.4","direct":true,"kind":"runtime","optional":false},{"id":14916107194,"package_name":"lightning-cloud","ecosystem":"pypi","requirements":"==0.5.37","direct":true,"kind":"runtime","optional":false},{"id":14916107195,"package_name":"lightning-utilities","ecosystem":"pypi","requirements":"==0.8.0","direct":true,"kind":"runtime","optional":false},{"id":14916107196,"package_name":"lineax","ecosystem":"pypi","requirements":"==0.0.3","direct":true,"kind":"runtime","optional":false},{"id":14916107197,"package_name":"lit","ecosystem":"pypi","requirements":"==16.0.6","direct":true,"kind":"runtime","optional":false},{"id":14916107198,"package_name":"llvmlite","ecosystem":"pypi","requirements":"==0.40.1","direct":true,"kind":"runtime","optional":false},{"id":14916107199,"package_name":"loompy","ecosystem":"pypi","requirements":"==3.0.7","direct":true,"kind":"runtime","optional":false},{"id":14916107200,"package_name":"markdown","ecosystem":"pypi","requirements":"==3.4.3","direct":true,"kind":"runtime","optional":false},{"id":14916107201,"package_name":"markdown-it-py","ecosystem":"pypi","requirements":"==3.0.0","direct":true,"kind":"runtime","optional":false},{"id":14916107202,"package_name":"markupsafe","ecosystem":"pypi","requirements":"==2.1.3","direct":true,"kind":"runtime","optional":false},{"id":14916107203,"package_name":"matplotlib","ecosystem":"pypi","requirements":"==3.7.1","direct":true,"kind":"runtime","optional":false},{"id":14916107204,"package_name":"matplotlib-inline","ecosystem":"pypi","requirements":"==0.1.6","direct":true,"kind":"runtime","optional":false},{"id":14916107205,"package_name":"mdurl","ecosystem":"pypi","requirements":"==0.1.2","direct":true,"kind":"runtime","optional":false},{"id":14916107206,"package_name":"mistune","ecosystem":"pypi","requirements":"==3.0.1","direct":true,"kind":"runtime","optional":false},{"id":14916107207,"package_name":"ml-collections","ecosystem":"pypi","requirements":"==0.1.1","direct":true,"kind":"runtime","optional":false},{"id":14916107208,"package_name":"ml-dtypes","ecosystem":"pypi","requirements":"==0.2.0","direct":true,"kind":"runtime","optional":false},{"id":14916107209,"package_name":"mlxtend","ecosystem":"pypi","requirements":"==0.23.0","direct":true,"kind":"runtime","optional":false},{"id":14916107210,"package_name":"moscot","ecosystem":"pypi","requirements":"==0.3.3","direct":true,"kind":"runtime","optional":false},{"id":14916107211,"package_name":"mpmath","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":14916107212,"package_name":"msgpack","ecosystem":"pypi","requirements":"==1.0.5","direct":true,"kind":"runtime","optional":false},{"id":14916107213,"package_name":"mudata","ecosystem":"pypi","requirements":"==0.2.3","direct":true,"kind":"runtime","optional":false},{"id":14916107214,"package_name":"multidict","ecosystem":"pypi","requirements":"==6.0.4","direct":true,"kind":"runtime","optional":false},{"id":14916107215,"package_name":"multipledispatch","ecosystem":"pypi","requirements":"==0.6.0","direct":true,"kind":"runtime","optional":false},{"id":14916107216,"package_name":"natsort","ecosystem":"pypi","requirements":"==8.4.0","direct":true,"kind":"runtime","optional":false},{"id":14916107217,"package_name":"nbclient","ecosystem":"pypi","requirements":"==0.8.0","direct":true,"kind":"runtime","optional":false},{"id":14916107218,"package_name":"nbconvert","ecosystem":"pypi","requirements":"==7.6.0","direct":true,"kind":"runtime","optional":false},{"id":14916107219,"package_name":"nbformat","ecosystem":"pypi","requirements":"==5.9.0","direct":true,"kind":"runtime","optional":false},{"id":14916107220,"package_name":"nest-asyncio","ecosystem":"pypi","requirements":"==1.5.6","direct":true,"kind":"runtime","optional":false},{"id":14916107221,"package_name":"networkx","ecosystem":"pypi","requirements":"==2.8.8","direct":true,"kind":"runtime","optional":false},{"id":14916107222,"package_name":"numba","ecosystem":"pypi","requirements":"==0.57.1","direct":true,"kind":"runtime","optional":false},{"id":14916107223,"package_name":"numexpr","ecosystem":"pypi","requirements":"==2.8.4","direct":true,"kind":"runtime","optional":false},{"id":14916107224,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.23.5","direct":true,"kind":"runtime","optional":false},{"id":14916107225,"package_name":"numpy-groupies","ecosystem":"pypi","requirements":"==0.9.22","direct":true,"kind":"runtime","optional":false},{"id":14916107226,"package_name":"numpyro","ecosystem":"pypi","requirements":"==0.12.1","direct":true,"kind":"runtime","optional":false},{"id":14916107227,"package_name":"nvidia-cublas-cu11","ecosystem":"pypi","requirements":"==11.10.3.66","direct":true,"kind":"runtime","optional":false},{"id":14916107228,"package_name":"nvidia-cuda-cupti-cu11","ecosystem":"pypi","requirements":"==11.7.101","direct":true,"kind":"runtime","optional":false},{"id":14916107229,"package_name":"nvidia-cuda-nvrtc-cu11","ecosystem":"pypi","requirements":"==11.7.99","direct":true,"kind":"runtime","optional":false},{"id":14916107230,"package_name":"nvidia-cuda-runtime-cu11","ecosystem":"pypi","requirements":"==11.7.99","direct":true,"kind":"runtime","optional":false},{"id":14916107231,"package_name":"nvidia-cudnn-cu11","ecosystem":"pypi","requirements":"==8.6.0.163","direct":true,"kind":"runtime","optional":false},{"id":14916107232,"package_name":"nvidia-cufft-cu11","ecosystem":"pypi","requirements":"==10.9.0.58","direct":true,"kind":"runtime","optional":false},{"id":14916107233,"package_name":"nvidia-curand-cu11","ecosystem":"pypi","requirements":"==10.2.10.91","direct":true,"kind":"runtime","optional":false},{"id":14916107234,"package_name":"nvidia-cusolver-cu11","ecosystem":"pypi","requirements":"==11.4.0.1","direct":true,"kind":"runtime","optional":false},{"id":14916107235,"package_name":"nvidia-cusparse-cu11","ecosystem":"pypi","requirements":"==11.7.4.91","direct":true,"kind":"runtime","optional":false},{"id":14916107236,"package_name":"nvidia-nccl-cu11","ecosystem":"pypi","requirements":"==2.14.3","direct":true,"kind":"runtime","optional":false},{"id":14916107237,"package_name":"nvidia-nvtx-cu11","ecosystem":"pypi","requirements":"==11.7.91","direct":true,"kind":"runtime","optional":false},{"id":14916107238,"package_name":"oauthlib","ecosystem":"pypi","requirements":"==3.2.2","direct":true,"kind":"runtime","optional":false},{"id":14916107239,"package_name":"openpyxl","ecosystem":"pypi","requirements":"==3.1.2","direct":true,"kind":"runtime","optional":false},{"id":14916107240,"package_name":"opt-einsum","ecosystem":"pypi","requirements":"==3.3.0","direct":true,"kind":"runtime","optional":false},{"id":14916107241,"package_name":"optax","ecosystem":"pypi","requirements":"==0.1.5","direct":true,"kind":"runtime","optional":false},{"id":14916107242,"package_name":"orbax-checkpoint","ecosystem":"pypi","requirements":"==0.2.6","direct":true,"kind":"runtime","optional":false},{"id":14916107243,"package_name":"ordered-set","ecosystem":"pypi","requirements":"==4.1.0","direct":true,"kind":"runtime","optional":false},{"id":14916107244,"package_name":"ott-jax","ecosystem":"pypi","requirements":"==0.4.4","direct":true,"kind":"runtime","optional":false},{"id":14916107245,"package_name":"overrides","ecosystem":"pypi","requirements":"==7.3.1","direct":true,"kind":"runtime","optional":false},{"id":14916107246,"package_name":"packaging","ecosystem":"pypi","requirements":"==23.1","direct":true,"kind":"runtime","optional":false},{"id":14916107247,"package_name":"palantir","ecosystem":"pypi","requirements":"==1.2","direct":true,"kind":"runtime","optional":false},{"id":14916107248,"package_name":"pandas","ecosystem":"pypi","requirements":"==1.5.3","direct":true,"kind":"runtime","optional":false},{"id":14916107249,"package_name":"pandocfilters","ecosystem":"pypi","requirements":"==1.5.0","direct":true,"kind":"runtime","optional":false},{"id":14916107250,"package_name":"parso","ecosystem":"pypi","requirements":"==0.8.3","direct":true,"kind":"runtime","optional":false},{"id":14916107251,"package_name":"patsy","ecosystem":"pypi","requirements":"==0.5.3","direct":true,"kind":"runtime","optional":false},{"id":14916107252,"package_name":"pexpect","ecosystem":"pypi","requirements":"==4.8.0","direct":true,"kind":"runtime","optional":false},{"id":14916107253,"package_name":"phate","ecosystem":"pypi","requirements":"==1.0.11","direct":true,"kind":"runtime","optional":false},{"id":14916107254,"package_name":"phenograph","ecosystem":"pypi","requirements":"==1.5.7","direct":true,"kind":"runtime","optional":false},{"id":14916107255,"package_name":"pickleshare","ecosystem":"pypi","requirements":"==0.7.5","direct":true,"kind":"runtime","optional":false},{"id":14916107256,"package_name":"pillow","ecosystem":"pypi","requirements":"==9.5.0","direct":true,"kind":"runtime","optional":false},{"id":14916107257,"package_name":"platformdirs","ecosystem":"pypi","requirements":"==3.8.0","direct":true,"kind":"runtime","optional":false},{"id":14916107258,"package_name":"plotly","ecosystem":"pypi","requirements":"==5.15.0","direct":true,"kind":"runtime","optional":false},{"id":14916107259,"package_name":"plottable","ecosystem":"pypi","requirements":"==0.1.5","direct":true,"kind":"runtime","optional":false},{"id":14916107260,"package_name":"progressbar2","ecosystem":"pypi","requirements":"==4.2.0","direct":true,"kind":"runtime","optional":false},{"id":14916107261,"package_name":"prometheus-client","ecosystem":"pypi","requirements":"==0.17.0","direct":true,"kind":"runtime","optional":false},{"id":14916107262,"package_name":"prompt-toolkit","ecosystem":"pypi","requirements":"==3.0.38","direct":true,"kind":"runtime","optional":false},{"id":14916107263,"package_name":"protobuf","ecosystem":"pypi","requirements":"==4.23.3","direct":true,"kind":"runtime","optional":false},{"id":14916107264,"package_name":"psutil","ecosystem":"pypi","requirements":"==5.9.5","direct":true,"kind":"runtime","optional":false},{"id":14916107265,"package_name":"ptyprocess","ecosystem":"pypi","requirements":"==0.7.0","direct":true,"kind":"runtime","optional":false},{"id":14916107266,"package_name":"pure-eval","ecosystem":"pypi","requirements":"==0.2.2","direct":true,"kind":"runtime","optional":false},{"id":14916107267,"package_name":"py-cpuinfo","ecosystem":"pypi","requirements":"==9.0.0","direct":true,"kind":"runtime","optional":false},{"id":14916107268,"package_name":"py4j","ecosystem":"pypi","requirements":"==0.10.9.7","direct":true,"kind":"runtime","optional":false},{"id":14916107269,"package_name":"pyaml","ecosystem":"pypi","requirements":"==23.9.7","direct":true,"kind":"runtime","optional":false},{"id":14916107270,"package_name":"pyarrow","ecosystem":"pypi","requirements":"==12.0.1","direct":true,"kind":"runtime","optional":false},{"id":14916107271,"package_name":"pyasn1","ecosystem":"pypi","requirements":"==0.5.0","direct":true,"kind":"runtime","optional":false},{"id":14916107272,"package_name":"pyasn1-modules","ecosystem":"pypi","requirements":"==0.3.0","direct":true,"kind":"runtime","optional":false},{"id":14916107273,"package_name":"pybiomart","ecosystem":"pypi","requirements":"==0.2.0","direct":true,"kind":"runtime","optional":false},{"id":14916107276,"package_name":"pycparser","ecosystem":"pypi","requirements":"==2.21","direct":true,"kind":"runtime","optional":false},{"id":14916107277,"package_name":"pydantic","ecosystem":"pypi","requirements":"==1.10.9","direct":true,"kind":"runtime","optional":false},{"id":14916107278,"package_name":"pygam","ecosystem":"pypi","requirements":"==0.9.0","direct":true,"kind":"runtime","optional":false},{"id":14916107279,"package_name":"pygments","ecosystem":"pypi","requirements":"==2.15.1","direct":true,"kind":"runtime","optional":false},{"id":14916107280,"package_name":"pygpcca","ecosystem":"pypi","requirements":"==1.0.4","direct":true,"kind":"runtime","optional":false},{"id":14916107282,"package_name":"pygsp","ecosystem":"pypi","requirements":"==0.5.1","direct":true,"kind":"runtime","optional":false},{"id":14916107283,"package_name":"pyjwt","ecosystem":"pypi","requirements":"==2.7.0","direct":true,"kind":"runtime","optional":false},{"id":14916107284,"package_name":"pymde","ecosystem":"pypi","requirements":"==0.1.18","direct":true,"kind":"runtime","optional":false},{"id":14916107286,"package_name":"pynndescent","ecosystem":"pypi","requirements":"==0.5.10","direct":true,"kind":"runtime","optional":false},{"id":14916107287,"package_name":"pyparsing","ecosystem":"pypi","requirements":"==3.1.0","direct":true,"kind":"runtime","optional":false},{"id":14916107288,"package_name":"pyro-api","ecosystem":"pypi","requirements":"==0.1.2","direct":true,"kind":"runtime","optional":false},{"id":14916107289,"package_name":"pyro-ppl","ecosystem":"pypi","requirements":"==1.8.5","direct":true,"kind":"runtime","optional":false},{"id":14916107290,"package_name":"pyrsistent","ecosystem":"pypi","requirements":"==0.19.3","direct":true,"kind":"runtime","optional":false},{"id":14916107291,"package_name":"python-dateutil","ecosystem":"pypi","requirements":"==2.8.2","direct":true,"kind":"runtime","optional":false},{"id":14916107292,"package_name":"python-editor","ecosystem":"pypi","requirements":"==1.0.4","direct":true,"kind":"runtime","optional":false},{"id":14916107293,"package_name":"python-igraph","ecosystem":"pypi","requirements":"==0.10.4","direct":true,"kind":"runtime","optional":false},{"id":14916107294,"package_name":"python-json-logger","ecosystem":"pypi","requirements":"==2.0.7","direct":true,"kind":"runtime","optional":false},{"id":14916107295,"package_name":"python-multipart","ecosystem":"pypi","requirements":"==0.0.6","direct":true,"kind":"runtime","optional":false},{"id":14916107296,"package_name":"python-utils","ecosystem":"pypi","requirements":"==3.7.0","direct":true,"kind":"runtime","optional":false},{"id":14916107297,"package_name":"pytorch-lightning","ecosystem":"pypi","requirements":"==2.0.4","direct":true,"kind":"runtime","optional":false},{"id":14916107298,"package_name":"pytz","ecosystem":"pypi","requirements":"==2023.3","direct":true,"kind":"runtime","optional":false},{"id":14916107299,"package_name":"pyyaml","ecosystem":"pypi","requirements":"==6.0","direct":true,"kind":"runtime","optional":false},{"id":14916107300,"package_name":"pyzmq","ecosystem":"pypi","requirements":"==25.1.0","direct":true,"kind":"runtime","optional":false},{"id":14916107301,"package_name":"ray","ecosystem":"pypi","requirements":"==2.5.1","direct":true,"kind":"runtime","optional":false},{"id":14916107302,"package_name":"readchar","ecosystem":"pypi","requirements":"==4.0.5","direct":true,"kind":"runtime","optional":false},{"id":14916107303,"package_name":"requests","ecosystem":"pypi","requirements":"==2.31.0","direct":true,"kind":"runtime","optional":false},{"id":14916107304,"package_name":"requests-cache","ecosystem":"pypi","requirements":"==1.1.0","direct":true,"kind":"runtime","optional":false},{"id":14916107306,"package_name":"requests-oauthlib","ecosystem":"pypi","requirements":"==1.3.1","direct":true,"kind":"runtime","optional":false},{"id":14916107307,"package_name":"rfc3339-validator","ecosystem":"pypi","requirements":"==0.1.4","direct":true,"kind":"runtime","optional":false},{"id":14916107308,"package_name":"rfc3986-validator","ecosystem":"pypi","requirements":"==0.1.1","direct":true,"kind":"runtime","optional":false},{"id":14916107309,"package_name":"rich","ecosystem":"pypi","requirements":"==13.6.0","direct":true,"kind":"runtime","optional":false},{"id":14916107310,"package_name":"rsa","ecosystem":"pypi","requirements":"==4.9","direct":true,"kind":"runtime","optional":false},{"id":14916107311,"package_name":"s-gd2","ecosystem":"pypi","requirements":"==1.8.1","direct":true,"kind":"runtime","optional":false},{"id":14916107324,"package_name":"scanpy","ecosystem":"pypi","requirements":"==1.9.3","direct":true,"kind":"runtime","optional":false},{"id":14916107326,"package_name":"scfates","ecosystem":"pypi","requirements":"==1.0.2","direct":true,"kind":"runtime","optional":false},{"id":14916107336,"package_name":"scgen","ecosystem":"pypi","requirements":"==2.1.1","direct":true,"kind":"runtime","optional":false},{"id":14916107337,"package_name":"scib-metrics","ecosystem":"pypi","requirements":"==0.3.3","direct":true,"kind":"runtime","optional":false},{"id":14916107338,"package_name":"scienceplots","ecosystem":"pypi","requirements":"==2.1.1","direct":true,"kind":"runtime","optional":false},{"id":14916107339,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"==1.2.2","direct":true,"kind":"runtime","optional":false},{"id":14916107340,"package_name":"scikit-optimize","ecosystem":"pypi","requirements":"==0.9.0","direct":true,"kind":"runtime","optional":false},{"id":14916107344,"package_name":"scipy","ecosystem":"pypi","requirements":"==1.10.1","direct":true,"kind":"runtime","optional":false},{"id":14916107345,"package_name":"scprep","ecosystem":"pypi","requirements":"==1.2.3","direct":true,"kind":"runtime","optional":false},{"id":14916107350,"package_name":"scvelo","ecosystem":"pypi","requirements":"==0.2.5","direct":true,"kind":"runtime","optional":false},{"id":14916107351,"package_name":"scvi-tools","ecosystem":"pypi","requirements":"==1.0.0","direct":true,"kind":"runtime","optional":false},{"id":14916107352,"package_name":"seaborn","ecosystem":"pypi","requirements":"==0.11.2","direct":true,"kind":"runtime","optional":false},{"id":14916107353,"package_name":"send2trash","ecosystem":"pypi","requirements":"==1.8.2","direct":true,"kind":"runtime","optional":false},{"id":14916107354,"package_name":"session-info","ecosystem":"pypi","requirements":"==1.0.0","direct":true,"kind":"runtime","optional":false},{"id":14916107355,"package_name":"shap","ecosystem":"pypi","requirements":"==0.41.0","direct":true,"kind":"runtime","optional":false},{"id":14916107356,"package_name":"shapely","ecosystem":"pypi","requirements":"==2.0.1","direct":true,"kind":"runtime","optional":false},{"id":14916107357,"package_name":"simpleppt","ecosystem":"pypi","requirements":"==1.1.3","direct":true,"kind":"runtime","optional":false},{"id":14916107363,"package_name":"six","ecosystem":"pypi","requirements":"==1.16.0","direct":true,"kind":"runtime","optional":false},{"id":14916107364,"package_name":"slicer","ecosystem":"pypi","requirements":"==0.0.7","direct":true,"kind":"runtime","optional":false},{"id":14916107365,"package_name":"sniffio","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":14916107366,"package_name":"soupsieve","ecosystem":"pypi","requirements":"==2.4.1","direct":true,"kind":"runtime","optional":false},{"id":14916107367,"package_name":"sparse","ecosystem":"pypi","requirements":"==0.14.0","direct":true,"kind":"runtime","optional":false},{"id":14916107386,"package_name":"stack-data","ecosystem":"pypi","requirements":"==0.6.2","direct":true,"kind":"runtime","optional":false},{"id":14916107387,"package_name":"starlette","ecosystem":"pypi","requirements":"==0.27.0","direct":true,"kind":"runtime","optional":false},{"id":14916107388,"package_name":"starsessions","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":14916107389,"package_name":"statannotations","ecosystem":"pypi","requirements":"==0.5.0","direct":true,"kind":"runtime","optional":false},{"id":14916107390,"package_name":"statsmodels","ecosystem":"pypi","requirements":"==0.14.0","direct":true,"kind":"runtime","optional":false},{"id":14916107391,"package_name":"stdlib-list","ecosystem":"pypi","requirements":"==0.9.0","direct":true,"kind":"runtime","optional":false},{"id":14916107392,"package_name":"sympy","ecosystem":"pypi","requirements":"==1.12","direct":true,"kind":"runtime","optional":false},{"id":14916107393,"package_name":"tables","ecosystem":"pypi","requirements":"==3.8.0","direct":true,"kind":"runtime","optional":false},{"id":14916107394,"package_name":"tasklogger","ecosystem":"pypi","requirements":"==1.2.0","direct":true,"kind":"runtime","optional":false},{"id":14916107396,"package_name":"tenacity","ecosystem":"pypi","requirements":"==8.2.2","direct":true,"kind":"runtime","optional":false},{"id":14916107397,"package_name":"tensorboard","ecosystem":"pypi","requirements":"==2.12.3","direct":true,"kind":"runtime","optional":false},{"id":14916107398,"package_name":"tensorboard-data-server","ecosystem":"pypi","requirements":"==0.7.1","direct":true,"kind":"runtime","optional":false},{"id":14916107399,"package_name":"tensorboardx","ecosystem":"pypi","requirements":"==2.6.1","direct":true,"kind":"runtime","optional":false},{"id":14916107400,"package_name":"tensorflow","ecosystem":"pypi","requirements":"==2.12.0","direct":true,"kind":"runtime","optional":false},{"id":14916107401,"package_name":"tensorflow-estimator","ecosystem":"pypi","requirements":"==2.12.0","direct":true,"kind":"runtime","optional":false},{"id":14916107402,"package_name":"tensorflow-io-gcs-filesystem","ecosystem":"pypi","requirements":"==0.32.0","direct":true,"kind":"runtime","optional":false},{"id":14916107403,"package_name":"tensorstore","ecosystem":"pypi","requirements":"==0.1.39","direct":true,"kind":"runtime","optional":false},{"id":14916107411,"package_name":"termcolor","ecosystem":"pypi","requirements":"==2.3.0","direct":true,"kind":"runtime","optional":false},{"id":14916107412,"package_name":"terminado","ecosystem":"pypi","requirements":"==0.17.1","direct":true,"kind":"runtime","optional":false},{"id":14916107413,"package_name":"texttable","ecosystem":"pypi","requirements":"==1.6.7","direct":true,"kind":"runtime","optional":false},{"id":14916107414,"package_name":"threadpoolctl","ecosystem":"pypi","requirements":"==3.1.0","direct":true,"kind":"runtime","optional":false},{"id":14916107415,"package_name":"tinycss2","ecosystem":"pypi","requirements":"==1.2.1","direct":true,"kind":"runtime","optional":false},{"id":14916107416,"package_name":"toolz","ecosystem":"pypi","requirements":"==0.12.0","direct":true,"kind":"runtime","optional":false},{"id":14916107417,"package_name":"torch","ecosystem":"pypi","requirements":"==2.0.1","direct":true,"kind":"runtime","optional":false},{"id":14916107418,"package_name":"torchmetrics","ecosystem":"pypi","requirements":"==0.11.4","direct":true,"kind":"runtime","optional":false},{"id":14916107419,"package_name":"torchvision","ecosystem":"pypi","requirements":"==0.15.2","direct":true,"kind":"runtime","optional":false},{"id":14916107420,"package_name":"tornado","ecosystem":"pypi","requirements":"==6.3.2","direct":true,"kind":"runtime","optional":false},{"id":14916107421,"package_name":"tqdm","ecosystem":"pypi","requirements":"==4.65.0","direct":true,"kind":"runtime","optional":false},{"id":14916107422,"package_name":"traitlets","ecosystem":"pypi","requirements":"==5.9.0","direct":true,"kind":"runtime","optional":false},{"id":14916107423,"package_name":"triton","ecosystem":"pypi","requirements":"==2.0.0","direct":true,"kind":"runtime","optional":false},{"id":14916107424,"package_name":"typeguard","ecosystem":"pypi","requirements":"==2.13.3","direct":true,"kind":"runtime","optional":false},{"id":14916107425,"package_name":"typing-extensions","ecosystem":"pypi","requirements":"==4.6.3","direct":true,"kind":"runtime","optional":false},{"id":14916107426,"package_name":"tzdata","ecosystem":"pypi","requirements":"==2023.3","direct":true,"kind":"runtime","optional":false},{"id":14916107427,"package_name":"tzlocal","ecosystem":"pypi","requirements":"==5.0.1","direct":true,"kind":"runtime","optional":false},{"id":14916107428,"package_name":"umap-learn","ecosystem":"pypi","requirements":"==0.5.3","direct":true,"kind":"runtime","optional":false},{"id":14916107437,"package_name":"uri-template","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":14916107438,"package_name":"url-normalize","ecosystem":"pypi","requirements":"==1.4.3","direct":true,"kind":"runtime","optional":false},{"id":14916107439,"package_name":"urllib3","ecosystem":"pypi","requirements":"==1.26.16","direct":true,"kind":"runtime","optional":false},{"id":14916107440,"package_name":"uvicorn","ecosystem":"pypi","requirements":"==0.22.0","direct":true,"kind":"runtime","optional":false},{"id":14916107441,"package_name":"wcwidth","ecosystem":"pypi","requirements":"==0.2.6","direct":true,"kind":"runtime","optional":false},{"id":14916107442,"package_name":"webcolors","ecosystem":"pypi","requirements":"==1.13","direct":true,"kind":"runtime","optional":false},{"id":14916107443,"package_name":"webencodings","ecosystem":"pypi","requirements":"==0.5.1","direct":true,"kind":"runtime","optional":false},{"id":14916107444,"package_name":"websocket-client","ecosystem":"pypi","requirements":"==1.6.0","direct":true,"kind":"runtime","optional":false},{"id":14916107445,"package_name":"websockets","ecosystem":"pypi","requirements":"==11.0.3","direct":true,"kind":"runtime","optional":false},{"id":14916107446,"package_name":"werkzeug","ecosystem":"pypi","requirements":"==2.3.6","direct":true,"kind":"runtime","optional":false},{"id":14916107447,"package_name":"wrapt","ecosystem":"pypi","requirements":"==1.14.1","direct":true,"kind":"runtime","optional":false},{"id":14916107448,"package_name":"xarray","ecosystem":"pypi","requirements":"==2023.5.0","direct":true,"kind":"runtime","optional":false},{"id":14916107449,"package_name":"xgboost","ecosystem":"pypi","requirements":"==1.7.6","direct":true,"kind":"runtime","optional":false},{"id":14916107450,"package_name":"y-py","ecosystem":"pypi","requirements":"==0.6.0","direct":true,"kind":"runtime","optional":false},{"id":14916107451,"package_name":"yarl","ecosystem":"pypi","requirements":"==1.9.2","direct":true,"kind":"runtime","optional":false},{"id":14916107452,"package_name":"ypy-websocket","ecosystem":"pypi","requirements":"==0.8.4","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-09T00:54:59.721Z","updated_at":"2025-10-07T08:38:22.500Z","avatar_url":"https://github.com/brickmanlab.png","language":"Jupyter Notebook","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":["https://doi.org/10.5281/zenodo.10261849"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/160072","html_url":"https://science.ecosyste.ms/projects/160072"}