{"id":18367,"name":"laplacian_trees","description":"\"Tree networks of real-world data: analysis of efficiency and spatiotemporal scales\", Cipollini and Schomaker, Phys. Rev. Research 2025.","url":"https://github.com/cipollinidavide/laplacian_trees","last_synced_at":"2025-09-04T23:54:33.110Z","repository":{"id":262341684,"uuid":"866761209","full_name":"CipolliniDavide/Laplacian_Trees","owner":"CipolliniDavide","description":"\"Tree networks of real-world data: analysis of efficiency and spatiotemporal scales\", Cipollini and Schomaker, Phys. Rev. Research 2025.","archived":false,"fork":false,"pushed_at":"2025-06-09T15:50:23.000Z","size":1227,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-09T16:24:02.836Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://doi.org/10.1103/ztmk-glc4","language":"Python","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/CipolliniDavide.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2024-10-02T20:33:09.000Z","updated_at":"2025-06-09T15:54:55.000Z","dependencies_parsed_at":"2024-11-11T23:29:39.715Z","dependency_job_id":"9a33f82c-e056-47a1-acc2-1b66837127cd","html_url":"https://github.com/CipolliniDavide/Laplacian_Trees","commit_stats":null,"previous_names":["cipollinidavide/laplacian_trees"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/CipolliniDavide/Laplacian_Trees","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CipolliniDavide%2FLaplacian_Trees","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CipolliniDavide%2FLaplacian_Trees/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CipolliniDavide%2FLaplacian_Trees/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CipolliniDavide%2FLaplacian_Trees/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/CipolliniDavide","download_url":"https://codeload.github.com/CipolliniDavide/Laplacian_Trees/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CipolliniDavide%2FLaplacian_Trees/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273690665,"owners_count":25150633,"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":"CipolliniDavide","name":null,"uuid":"91914688","kind":"user","description":"","email":"","website":null,"location":null,"twitter":null,"company":"Groningen University","icon_url":"https://avatars.githubusercontent.com/u/91914688?v=4","repositories_count":1,"last_synced_at":"2023-05-24T14:32:40.960Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/CipolliniDavide","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-05-24T14:32:40.962Z","updated_at":"2023-05-24T14:32:40.962Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/CipolliniDavide","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/CipolliniDavide/repositories"},"packages":[],"commits":{"message":"Repository syncing started."},"issues_stats":{"full_name":"cipollinidavide/laplacian_trees","html_url":"https://github.com/cipollinidavide/laplacian_trees","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":"2025-09-04T23:53:47.113Z","updated_at":"2025-09-04T23:53:47.113Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/cipollinidavide%2Flaplacian_trees","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/cipollinidavide%2Flaplacian_trees/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":"2025-09-04T00:00:25.939Z","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":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{"PushEvent":17},"last_year":{"PushEvent":17}},"keywords":[],"dependencies":[{"ecosystem":"pypi","filepath":"Workspace/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-11-11T23:29:18.729Z","updated_at":"2024-11-11T23:29:18.729Z","repository_link":"https://github.com/CipolliniDavide/Laplacian_Trees/blob/main/Workspace/requirements.txt","dependencies":[{"id":20684103936,"package_name":"blosc2","ecosystem":"pypi","requirements":"==2.5.1","direct":true,"kind":"runtime","optional":false},{"id":20684105031,"package_name":"contourpy","ecosystem":"pypi","requirements":"==1.2.0","direct":true,"kind":"runtime","optional":false},{"id":20684105032,"package_name":"cycler","ecosystem":"pypi","requirements":"==0.12.1","direct":true,"kind":"runtime","optional":false},{"id":20684105033,"package_name":"fonttools","ecosystem":"pypi","requirements":"==4.50.0","direct":true,"kind":"runtime","optional":false},{"id":20684105034,"package_name":"kiwisolver","ecosystem":"pypi","requirements":"==1.4.5","direct":true,"kind":"runtime","optional":false},{"id":20684105035,"package_name":"matplotlib","ecosystem":"pypi","requirements":"==3.8.3","direct":true,"kind":"runtime","optional":false},{"id":20684105036,"package_name":"msgpack","ecosystem":"pypi","requirements":"==1.0.8","direct":true,"kind":"runtime","optional":false},{"id":20684105037,"package_name":"ndindex","ecosystem":"pypi","requirements":"==1.8","direct":true,"kind":"runtime","optional":false},{"id":20684105916,"package_name":"networkx","ecosystem":"pypi","requirements":"==3.2.1","direct":true,"kind":"runtime","optional":false},{"id":20684105917,"package_name":"numexpr","ecosystem":"pypi","requirements":"==2.9.0","direct":true,"kind":"runtime","optional":false},{"id":20684105918,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.26.4","direct":true,"kind":"runtime","optional":false},{"id":20684105919,"package_name":"opencv-python","ecosystem":"pypi","requirements":"==4.9.0.80","direct":true,"kind":"runtime","optional":false},{"id":20684105920,"package_name":"packaging","ecosystem":"pypi","requirements":"==24.0","direct":true,"kind":"runtime","optional":false},{"id":20684105921,"package_name":"pandas","ecosystem":"pypi","requirements":"==2.2.1","direct":true,"kind":"runtime","optional":false},{"id":20684105922,"package_name":"pillow","ecosystem":"pypi","requirements":"==10.2.0","direct":true,"kind":"runtime","optional":false},{"id":20684105923,"package_name":"py-cpuinfo","ecosystem":"pypi","requirements":"==9.0.0","direct":true,"kind":"runtime","optional":false},{"id":20684105924,"package_name":"pyparsing","ecosystem":"pypi","requirements":"==3.1.2","direct":true,"kind":"runtime","optional":false},{"id":20684105925,"package_name":"python-dateutil","ecosystem":"pypi","requirements":"==2.9.0.post0","direct":true,"kind":"runtime","optional":false},{"id":20684105926,"package_name":"pytz","ecosystem":"pypi","requirements":"==2024.1","direct":true,"kind":"runtime","optional":false},{"id":20684105927,"package_name":"scipy","ecosystem":"pypi","requirements":"==1.12.0","direct":true,"kind":"runtime","optional":false},{"id":20684105928,"package_name":"six","ecosystem":"pypi","requirements":"==1.16.0","direct":true,"kind":"runtime","optional":false},{"id":20684105929,"package_name":"tables","ecosystem":"pypi","requirements":"==3.9.2","direct":true,"kind":"runtime","optional":false},{"id":20684105930,"package_name":"tqdm","ecosystem":"pypi","requirements":"==4.66.2","direct":true,"kind":"runtime","optional":false},{"id":20684105931,"package_name":"tzdata","ecosystem":"pypi","requirements":"==2024.1","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2024-11-11T23:29:20.961Z","updated_at":"2024-11-11T23:29:20.961Z","repository_link":"https://github.com/CipolliniDavide/Laplacian_Trees/blob/main/requirements.txt","dependencies":[{"id":20684105933,"package_name":"absl-py","ecosystem":"pypi","requirements":"==2.0.0","direct":true,"kind":"runtime","optional":false},{"id":20684105934,"package_name":"anyio","ecosystem":"pypi","requirements":"==4.0.0","direct":true,"kind":"runtime","optional":false},{"id":20684105935,"package_name":"appnope","ecosystem":"pypi","requirements":"==0.1.3","direct":true,"kind":"runtime","optional":false},{"id":20684105936,"package_name":"argon2-cffi","ecosystem":"pypi","requirements":"==23.1.0","direct":true,"kind":"runtime","optional":false},{"id":20684105937,"package_name":"argon2-cffi-bindings","ecosystem":"pypi","requirements":"==21.2.0","direct":true,"kind":"runtime","optional":false},{"id":20684105938,"package_name":"arrow","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":20684105939,"package_name":"asttokens","ecosystem":"pypi","requirements":"==2.4.0","direct":true,"kind":"runtime","optional":false},{"id":20684105940,"package_name":"astunparse","ecosystem":"pypi","requirements":"==1.6.3","direct":true,"kind":"runtime","optional":false},{"id":20684105941,"package_name":"async-lru","ecosystem":"pypi","requirements":"==2.0.4","direct":true,"kind":"runtime","optional":false},{"id":20684105942,"package_name":"attrs","ecosystem":"pypi","requirements":"==23.1.0","direct":true,"kind":"runtime","optional":false},{"id":20684105943,"package_name":"Babel","ecosystem":"pypi","requirements":"==2.13.0","direct":true,"kind":"runtime","optional":false},{"id":20684105944,"package_name":"backcall","ecosystem":"pypi","requirements":"==0.2.0","direct":true,"kind":"runtime","optional":false},{"id":20684105945,"package_name":"beautifulsoup4","ecosystem":"pypi","requirements":"==4.12.2","direct":true,"kind":"runtime","optional":false},{"id":20684105946,"package_name":"bleach","ecosystem":"pypi","requirements":"==6.0.0","direct":true,"kind":"runtime","optional":false},{"id":20684105947,"package_name":"blosc2","ecosystem":"pypi","requirements":"==2.5.1","direct":true,"kind":"runtime","optional":false},{"id":20684105948,"package_name":"cachetools","ecosystem":"pypi","requirements":"==5.3.2","direct":true,"kind":"runtime","optional":false},{"id":20684105949,"package_name":"certifi","ecosystem":"pypi","requirements":"==2023.7.22","direct":true,"kind":"runtime","optional":false},{"id":20684105950,"package_name":"cffi","ecosystem":"pypi","requirements":"==1.16.0","direct":true,"kind":"runtime","optional":false},{"id":20684105951,"package_name":"charset-normalizer","ecosystem":"pypi","requirements":"==3.2.0","direct":true,"kind":"runtime","optional":false},{"id":20684105952,"package_name":"cmake","ecosystem":"pypi","requirements":"==3.27.7","direct":true,"kind":"runtime","optional":false},{"id":20684105953,"package_name":"comm","ecosystem":"pypi","requirements":"==0.1.4","direct":true,"kind":"runtime","optional":false},{"id":20684105954,"package_name":"contourpy","ecosystem":"pypi","requirements":"==1.1.1","direct":true,"kind":"runtime","optional":false},{"id":20684105955,"package_name":"cycler","ecosystem":"pypi","requirements":"==0.12.0","direct":true,"kind":"runtime","optional":false},{"id":20684105956,"package_name":"debugpy","ecosystem":"pypi","requirements":"==1.8.0","direct":true,"kind":"runtime","optional":false},{"id":20684105957,"package_name":"decorator","ecosystem":"pypi","requirements":"==5.1.1","direct":true,"kind":"runtime","optional":false},{"id":20684105958,"package_name":"defusedxml","ecosystem":"pypi","requirements":"==0.7.1","direct":true,"kind":"runtime","optional":false},{"id":20684105959,"package_name":"executing","ecosystem":"pypi","requirements":"==2.0.0","direct":true,"kind":"runtime","optional":false},{"id":20684105960,"package_name":"fastjsonschema","ecosystem":"pypi","requirements":"==2.18.1","direct":true,"kind":"runtime","optional":false},{"id":20684105961,"package_name":"filelock","ecosystem":"pypi","requirements":"==3.12.4","direct":true,"kind":"runtime","optional":false},{"id":20684105962,"package_name":"flatbuffers","ecosystem":"pypi","requirements":"==23.5.26","direct":true,"kind":"runtime","optional":false},{"id":20684105964,"package_name":"fonttools","ecosystem":"pypi","requirements":"==4.43.0","direct":true,"kind":"runtime","optional":false},{"id":20684105965,"package_name":"fqdn","ecosystem":"pypi","requirements":"==1.5.1","direct":true,"kind":"runtime","optional":false},{"id":20684105966,"package_name":"gast","ecosystem":"pypi","requirements":"==0.5.4","direct":true,"kind":"runtime","optional":false},{"id":20684105967,"package_name":"google-auth","ecosystem":"pypi","requirements":"==2.23.4","direct":true,"kind":"runtime","optional":false},{"id":20684105968,"package_name":"google-auth-oauthlib","ecosystem":"pypi","requirements":"==1.1.0","direct":true,"kind":"runtime","optional":false},{"id":20684105969,"package_name":"google-pasta","ecosystem":"pypi","requirements":"==0.2.0","direct":true,"kind":"runtime","optional":false},{"id":20684105970,"package_name":"grpcio","ecosystem":"pypi","requirements":"==1.59.3","direct":true,"kind":"runtime","optional":false},{"id":20684105971,"package_name":"h5py","ecosystem":"pypi","requirements":"==3.10.0","direct":true,"kind":"runtime","optional":false},{"id":20684105972,"package_name":"idna","ecosystem":"pypi","requirements":"==3.4","direct":true,"kind":"runtime","optional":false},{"id":20684105973,"package_name":"igraph","ecosystem":"pypi","requirements":"==0.11.5","direct":true,"kind":"runtime","optional":false},{"id":20684111282,"package_name":"intrinsics-dimension","ecosystem":"pypi","requirements":"==0.1.0","direct":true,"kind":"runtime","optional":false},{"id":20684113134,"package_name":"ipykernel","ecosystem":"pypi","requirements":"==6.25.2","direct":true,"kind":"runtime","optional":false},{"id":20684113135,"package_name":"ipython","ecosystem":"pypi","requirements":"==8.16.1","direct":true,"kind":"runtime","optional":false},{"id":20684113136,"package_name":"isoduration","ecosystem":"pypi","requirements":"==20.11.0","direct":true,"kind":"runtime","optional":false},{"id":20684113137,"package_name":"jedi","ecosystem":"pypi","requirements":"==0.19.1","direct":true,"kind":"runtime","optional":false},{"id":20684113138,"package_name":"Jinja2","ecosystem":"pypi","requirements":"==3.1.2","direct":true,"kind":"runtime","optional":false},{"id":20684113139,"package_name":"joblib","ecosystem":"pypi","requirements":"==1.3.2","direct":true,"kind":"runtime","optional":false},{"id":20684113140,"package_name":"json5","ecosystem":"pypi","requirements":"==0.9.14","direct":true,"kind":"runtime","optional":false},{"id":20684113141,"package_name":"jsonpointer","ecosystem":"pypi","requirements":"==2.4","direct":true,"kind":"runtime","optional":false},{"id":20684113142,"package_name":"jsonschema","ecosystem":"pypi","requirements":"==4.19.1","direct":true,"kind":"runtime","optional":false},{"id":20684113143,"package_name":"jsonschema-specifications","ecosystem":"pypi","requirements":"==2023.7.1","direct":true,"kind":"runtime","optional":false},{"id":20684113144,"package_name":"jupyter-events","ecosystem":"pypi","requirements":"==0.7.0","direct":true,"kind":"runtime","optional":false},{"id":20684113145,"package_name":"jupyter-lsp","ecosystem":"pypi","requirements":"==2.2.0","direct":true,"kind":"runtime","optional":false},{"id":20684113146,"package_name":"jupyter_client","ecosystem":"pypi","requirements":"==8.3.1","direct":true,"kind":"runtime","optional":false},{"id":20684113147,"package_name":"jupyter_core","ecosystem":"pypi","requirements":"==5.3.2","direct":true,"kind":"runtime","optional":false},{"id":20684113148,"package_name":"jupyter_server","ecosystem":"pypi","requirements":"==2.7.3","direct":true,"kind":"runtime","optional":false},{"id":20684113149,"package_name":"jupyter_server_terminals","ecosystem":"pypi","requirements":"==0.4.4","direct":true,"kind":"runtime","optional":false},{"id":20684113150,"package_name":"jupyterlab","ecosystem":"pypi","requirements":"==4.0.6","direct":true,"kind":"runtime","optional":false},{"id":20684113151,"package_name":"jupyterlab-pygments","ecosystem":"pypi","requirements":"==0.2.2","direct":true,"kind":"runtime","optional":false},{"id":20684113152,"package_name":"jupyterlab_server","ecosystem":"pypi","requirements":"==2.25.0","direct":true,"kind":"runtime","optional":false},{"id":20684113153,"package_name":"keras","ecosystem":"pypi","requirements":"==2.15.0","direct":true,"kind":"runtime","optional":false},{"id":20684113154,"package_name":"kiwisolver","ecosystem":"pypi","requirements":"==1.4.5","direct":true,"kind":"runtime","optional":false},{"id":20684113155,"package_name":"lempel-ziv-complexity","ecosystem":"pypi","requirements":"==0.2.2","direct":true,"kind":"runtime","optional":false},{"id":20684115474,"package_name":"libclang","ecosystem":"pypi","requirements":"==16.0.6","direct":true,"kind":"runtime","optional":false},{"id":20684115475,"package_name":"lit","ecosystem":"pypi","requirements":"==17.0.5","direct":true,"kind":"runtime","optional":false},{"id":20684116661,"package_name":"Markdown","ecosystem":"pypi","requirements":"==3.5.1","direct":true,"kind":"runtime","optional":false},{"id":20684116662,"package_name":"MarkupSafe","ecosystem":"pypi","requirements":"==2.1.3","direct":true,"kind":"runtime","optional":false},{"id":20684116663,"package_name":"matplotlib","ecosystem":"pypi","requirements":"==3.8.0","direct":true,"kind":"runtime","optional":false},{"id":20684116664,"package_name":"matplotlib-inline","ecosystem":"pypi","requirements":"==0.1.6","direct":true,"kind":"runtime","optional":false},{"id":20684116665,"package_name":"mistune","ecosystem":"pypi","requirements":"==3.0.2","direct":true,"kind":"runtime","optional":false},{"id":20684116666,"package_name":"ml-dtypes","ecosystem":"pypi","requirements":"==0.2.0","direct":true,"kind":"runtime","optional":false},{"id":20684116667,"package_name":"mpmath","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":20684116668,"package_name":"msgpack","ecosystem":"pypi","requirements":"==1.0.7","direct":true,"kind":"runtime","optional":false},{"id":20684116669,"package_name":"nbclient","ecosystem":"pypi","requirements":"==0.8.0","direct":true,"kind":"runtime","optional":false},{"id":20684116670,"package_name":"nbconvert","ecosystem":"pypi","requirements":"==7.8.0","direct":true,"kind":"runtime","optional":false},{"id":20684116671,"package_name":"nbformat","ecosystem":"pypi","requirements":"==5.9.2","direct":true,"kind":"runtime","optional":false},{"id":20684116672,"package_name":"ndindex","ecosystem":"pypi","requirements":"==1.8","direct":true,"kind":"runtime","optional":false},{"id":20684116673,"package_name":"nest-asyncio","ecosystem":"pypi","requirements":"==1.5.8","direct":true,"kind":"runtime","optional":false},{"id":20684116674,"package_name":"networkx","ecosystem":"pypi","requirements":"==3.1","direct":true,"kind":"runtime","optional":false},{"id":20684116675,"package_name":"notebook_shim","ecosystem":"pypi","requirements":"==0.2.3","direct":true,"kind":"runtime","optional":false},{"id":20684116676,"package_name":"numexpr","ecosystem":"pypi","requirements":"==2.9.0","direct":true,"kind":"runtime","optional":false},{"id":20684116677,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.26.0","direct":true,"kind":"runtime","optional":false},{"id":20684116678,"package_name":"nvidia-cublas-cu11","ecosystem":"pypi","requirements":"==11.10.3.66","direct":true,"kind":"runtime","optional":false},{"id":20684117003,"package_name":"nvidia-cuda-cupti-cu11","ecosystem":"pypi","requirements":"==11.7.101","direct":true,"kind":"runtime","optional":false},{"id":20684117561,"package_name":"nvidia-cuda-nvrtc-cu11","ecosystem":"pypi","requirements":"==11.7.99","direct":true,"kind":"runtime","optional":false},{"id":20684117816,"package_name":"nvidia-cuda-runtime-cu11","ecosystem":"pypi","requirements":"==11.7.99","direct":true,"kind":"runtime","optional":false},{"id":20684119401,"package_name":"nvidia-cudnn-cu11","ecosystem":"pypi","requirements":"==8.5.0.96","direct":true,"kind":"runtime","optional":false},{"id":20684120109,"package_name":"nvidia-cufft-cu11","ecosystem":"pypi","requirements":"==10.9.0.58","direct":true,"kind":"runtime","optional":false},{"id":20684120215,"package_name":"nvidia-curand-cu11","ecosystem":"pypi","requirements":"==10.2.10.91","direct":true,"kind":"runtime","optional":false},{"id":20684120746,"package_name":"nvidia-cusolver-cu11","ecosystem":"pypi","requirements":"==11.4.0.1","direct":true,"kind":"runtime","optional":false},{"id":20684121650,"package_name":"nvidia-cusparse-cu11","ecosystem":"pypi","requirements":"==11.7.4.91","direct":true,"kind":"runtime","optional":false},{"id":20684121741,"package_name":"nvidia-nccl-cu11","ecosystem":"pypi","requirements":"==2.14.3","direct":true,"kind":"runtime","optional":false},{"id":20684123542,"package_name":"nvidia-nvtx-cu11","ecosystem":"pypi","requirements":"==11.7.91","direct":true,"kind":"runtime","optional":false},{"id":20684123761,"package_name":"oauthlib","ecosystem":"pypi","requirements":"==3.2.2","direct":true,"kind":"runtime","optional":false},{"id":20684123762,"package_name":"opt-einsum","ecosystem":"pypi","requirements":"==3.3.0","direct":true,"kind":"runtime","optional":false},{"id":20684123763,"package_name":"overrides","ecosystem":"pypi","requirements":"==7.4.0","direct":true,"kind":"runtime","optional":false},{"id":20684123764,"package_name":"packaging","ecosystem":"pypi","requirements":"==23.2","direct":true,"kind":"runtime","optional":false},{"id":20684123765,"package_name":"pandas","ecosystem":"pypi","requirements":"==2.2.1","direct":true,"kind":"runtime","optional":false},{"id":20684123766,"package_name":"pandocfilters","ecosystem":"pypi","requirements":"==1.5.0","direct":true,"kind":"runtime","optional":false},{"id":20684123767,"package_name":"parso","ecosystem":"pypi","requirements":"==0.8.3","direct":true,"kind":"runtime","optional":false},{"id":20684123768,"package_name":"pexpect","ecosystem":"pypi","requirements":"==4.8.0","direct":true,"kind":"runtime","optional":false},{"id":20684123769,"package_name":"pickleshare","ecosystem":"pypi","requirements":"==0.7.5","direct":true,"kind":"runtime","optional":false},{"id":20684123770,"package_name":"Pillow","ecosystem":"pypi","requirements":"==10.0.1","direct":true,"kind":"runtime","optional":false},{"id":20684123771,"package_name":"platformdirs","ecosystem":"pypi","requirements":"==3.11.0","direct":true,"kind":"runtime","optional":false},{"id":20684123772,"package_name":"prometheus-client","ecosystem":"pypi","requirements":"==0.17.1","direct":true,"kind":"runtime","optional":false},{"id":20684123773,"package_name":"prompt-toolkit","ecosystem":"pypi","requirements":"==3.0.39","direct":true,"kind":"runtime","optional":false},{"id":20684123774,"package_name":"protobuf","ecosystem":"pypi","requirements":"==4.23.4","direct":true,"kind":"runtime","optional":false},{"id":20684123775,"package_name":"psutil","ecosystem":"pypi","requirements":"==5.9.5","direct":true,"kind":"runtime","optional":false},{"id":20684123776,"package_name":"ptyprocess","ecosystem":"pypi","requirements":"==0.7.0","direct":true,"kind":"runtime","optional":false},{"id":20684123777,"package_name":"pure-eval","ecosystem":"pypi","requirements":"==0.2.2","direct":true,"kind":"runtime","optional":false},{"id":20684123778,"package_name":"py-cpuinfo","ecosystem":"pypi","requirements":"==9.0.0","direct":true,"kind":"runtime","optional":false},{"id":20684123779,"package_name":"pyasn1","ecosystem":"pypi","requirements":"==0.5.0","direct":true,"kind":"runtime","optional":false},{"id":20684123780,"package_name":"pyasn1-modules","ecosystem":"pypi","requirements":"==0.3.0","direct":true,"kind":"runtime","optional":false},{"id":20684123781,"package_name":"pycparser","ecosystem":"pypi","requirements":"==2.21","direct":true,"kind":"runtime","optional":false},{"id":20684123782,"package_name":"Pygments","ecosystem":"pypi","requirements":"==2.16.1","direct":true,"kind":"runtime","optional":false},{"id":20684123783,"package_name":"pyparsing","ecosystem":"pypi","requirements":"==3.1.1","direct":true,"kind":"runtime","optional":false},{"id":20684123784,"package_name":"python-dateutil","ecosystem":"pypi","requirements":"==2.8.2","direct":true,"kind":"runtime","optional":false},{"id":20684123785,"package_name":"python-json-logger","ecosystem":"pypi","requirements":"==2.0.7","direct":true,"kind":"runtime","optional":false},{"id":20684123786,"package_name":"pytz","ecosystem":"pypi","requirements":"==2024.1","direct":true,"kind":"runtime","optional":false},{"id":20684123787,"package_name":"PyYAML","ecosystem":"pypi","requirements":"==6.0.1","direct":true,"kind":"runtime","optional":false},{"id":20684123788,"package_name":"pyzmq","ecosystem":"pypi","requirements":"==25.1.1","direct":true,"kind":"runtime","optional":false},{"id":20684123789,"package_name":"referencing","ecosystem":"pypi","requirements":"==0.30.2","direct":true,"kind":"runtime","optional":false},{"id":20684123790,"package_name":"requests","ecosystem":"pypi","requirements":"==2.31.0","direct":true,"kind":"runtime","optional":false},{"id":20684123791,"package_name":"requests-oauthlib","ecosystem":"pypi","requirements":"==1.3.1","direct":true,"kind":"runtime","optional":false},{"id":20684123792,"package_name":"rfc3339-validator","ecosystem":"pypi","requirements":"==0.1.4","direct":true,"kind":"runtime","optional":false},{"id":20684123793,"package_name":"rfc3986-validator","ecosystem":"pypi","requirements":"==0.1.1","direct":true,"kind":"runtime","optional":false},{"id":20684123794,"package_name":"rpds-py","ecosystem":"pypi","requirements":"==0.10.3","direct":true,"kind":"runtime","optional":false},{"id":20684123795,"package_name":"rsa","ecosystem":"pypi","requirements":"==4.9","direct":true,"kind":"runtime","optional":false},{"id":20684123796,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"==1.3.1","direct":true,"kind":"runtime","optional":false},{"id":20684123797,"package_name":"scipy","ecosystem":"pypi","requirements":"==1.11.2","direct":true,"kind":"runtime","optional":false},{"id":20684123798,"package_name":"seaborn","ecosystem":"pypi","requirements":"==0.13.2","direct":true,"kind":"runtime","optional":false},{"id":20684123799,"package_name":"Send2Trash","ecosystem":"pypi","requirements":"==1.8.2","direct":true,"kind":"runtime","optional":false},{"id":20684123800,"package_name":"six","ecosystem":"pypi","requirements":"==1.16.0","direct":true,"kind":"runtime","optional":false},{"id":20684123801,"package_name":"sniffio","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":20684123802,"package_name":"soupsieve","ecosystem":"pypi","requirements":"==2.5","direct":true,"kind":"runtime","optional":false},{"id":20684123803,"package_name":"stack-data","ecosystem":"pypi","requirements":"==0.6.3","direct":true,"kind":"runtime","optional":false},{"id":20684123804,"package_name":"sympy","ecosystem":"pypi","requirements":"==1.12","direct":true,"kind":"runtime","optional":false},{"id":20684123805,"package_name":"tables","ecosystem":"pypi","requirements":"==3.9.2","direct":true,"kind":"runtime","optional":false},{"id":20684123806,"package_name":"tensorboard","ecosystem":"pypi","requirements":"==2.15.1","direct":true,"kind":"runtime","optional":false},{"id":20684123807,"package_name":"tensorboard-data-server","ecosystem":"pypi","requirements":"==0.7.2","direct":true,"kind":"runtime","optional":false},{"id":20684123808,"package_name":"tensorboardX","ecosystem":"pypi","requirements":"==2.6.2.2","direct":true,"kind":"runtime","optional":false},{"id":20684123809,"package_name":"tensorflow","ecosystem":"pypi","requirements":"==2.15.0","direct":true,"kind":"runtime","optional":false},{"id":20684123810,"package_name":"tensorflow-estimator","ecosystem":"pypi","requirements":"==2.15.0","direct":true,"kind":"runtime","optional":false},{"id":20684123811,"package_name":"tensorflow-io-gcs-filesystem","ecosystem":"pypi","requirements":"==0.34.0","direct":true,"kind":"runtime","optional":false},{"id":20684123812,"package_name":"termcolor","ecosystem":"pypi","requirements":"==2.3.0","direct":true,"kind":"runtime","optional":false},{"id":20684123813,"package_name":"terminado","ecosystem":"pypi","requirements":"==0.17.1","direct":true,"kind":"runtime","optional":false},{"id":20684123814,"package_name":"texttable","ecosystem":"pypi","requirements":"==1.7.0","direct":true,"kind":"runtime","optional":false},{"id":20684123818,"package_name":"threadpoolctl","ecosystem":"pypi","requirements":"==3.2.0","direct":true,"kind":"runtime","optional":false},{"id":20684123819,"package_name":"tinycss2","ecosystem":"pypi","requirements":"==1.2.1","direct":true,"kind":"runtime","optional":false},{"id":20684123820,"package_name":"torch","ecosystem":"pypi","requirements":"==2.0.1","direct":true,"kind":"runtime","optional":false},{"id":20684123821,"package_name":"torch-geometric","ecosystem":"pypi","requirements":"==2.3.1","direct":true,"kind":"runtime","optional":false},{"id":20684124408,"package_name":"torchaudio","ecosystem":"pypi","requirements":"==2.0.2","direct":true,"kind":"runtime","optional":false},{"id":20684124409,"package_name":"torchvision","ecosystem":"pypi","requirements":"==0.15.2","direct":true,"kind":"runtime","optional":false},{"id":20684124410,"package_name":"tornado","ecosystem":"pypi","requirements":"==6.3.3","direct":true,"kind":"runtime","optional":false},{"id":20684124411,"package_name":"tqdm","ecosystem":"pypi","requirements":"==4.66.1","direct":true,"kind":"runtime","optional":false},{"id":20684124412,"package_name":"traitlets","ecosystem":"pypi","requirements":"==5.11.1","direct":true,"kind":"runtime","optional":false},{"id":20684124413,"package_name":"triton","ecosystem":"pypi","requirements":"==2.0.0","direct":true,"kind":"runtime","optional":false},{"id":20684124414,"package_name":"types-python-dateutil","ecosystem":"pypi","requirements":"==2.8.19.14","direct":true,"kind":"runtime","optional":false},{"id":20684124415,"package_name":"typing_extensions","ecosystem":"pypi","requirements":"==4.8.0","direct":true,"kind":"runtime","optional":false},{"id":20684124416,"package_name":"tzdata","ecosystem":"pypi","requirements":"==2024.1","direct":true,"kind":"runtime","optional":false},{"id":20684124417,"package_name":"uri-template","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":20684124418,"package_name":"urllib3","ecosystem":"pypi","requirements":"==2.0.5","direct":true,"kind":"runtime","optional":false},{"id":20684124419,"package_name":"wcwidth","ecosystem":"pypi","requirements":"==0.2.8","direct":true,"kind":"runtime","optional":false},{"id":20684124420,"package_name":"webcolors","ecosystem":"pypi","requirements":"==1.13","direct":true,"kind":"runtime","optional":false},{"id":20684124421,"package_name":"webencodings","ecosystem":"pypi","requirements":"==0.5.1","direct":true,"kind":"runtime","optional":false},{"id":20684124422,"package_name":"websocket-client","ecosystem":"pypi","requirements":"==1.6.3","direct":true,"kind":"runtime","optional":false},{"id":20684124423,"package_name":"Werkzeug","ecosystem":"pypi","requirements":"==3.0.1","direct":true,"kind":"runtime","optional":false},{"id":20684124424,"package_name":"wrapt","ecosystem":"pypi","requirements":"==1.14.1","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-04T15:50:49.594Z","updated_at":"2025-10-07T08:09:20.829Z","avatar_url":"https://github.com/CipolliniDavide.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":["https://doi.org/10.1103/ztmk-glc4.**_"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/18367","html_url":"https://science.ecosyste.ms/projects/18367","bibtex_url":"https://science.ecosyste.ms/projects/18367/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/18367/export.apalike"}