{"id":94807,"name":null,"description":"Repository for the paper: 'Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models'","url":"https://github.com/ai4healthuol/sssd","last_synced_at":"2025-09-09T01:21:42.283Z","repository":{"id":152177609,"uuid":"526725525","full_name":"AI4HealthUOL/SSSD","owner":"AI4HealthUOL","description":"Repository for the paper: 'Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models'","archived":false,"fork":false,"pushed_at":"2025-05-24T18:13:48.000Z","size":896,"stargazers_count":306,"open_issues_count":0,"forks_count":54,"subscribers_count":8,"default_branch":"main","last_synced_at":"2025-05-24T19:26:30.062Z","etag":null,"topics":["deep-learning","diffusion-models","time-series-forecasting","time-series-imputation"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/AI4HealthUOL.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2022-08-19T19:15:41.000Z","updated_at":"2025-05-24T18:13:52.000Z","dependencies_parsed_at":"2023-11-14T21:25:16.145Z","dependency_job_id":"6352c24c-2f79-4b98-935a-72cc632f9ad9","html_url":"https://github.com/AI4HealthUOL/SSSD","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/AI4HealthUOL/SSSD","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AI4HealthUOL%2FSSSD","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AI4HealthUOL%2FSSSD/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AI4HealthUOL%2FSSSD/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AI4HealthUOL%2FSSSD/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AI4HealthUOL","download_url":"https://codeload.github.com/AI4HealthUOL/SSSD/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AI4HealthUOL%2FSSSD/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274232004,"owners_count":25245854,"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":"2025-09-08T02:00:09.813Z","response_time":121,"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":"AI4HealthUOL","name":"AI4HealthUOL","uuid":"110333457","kind":"organization","description":"Public repositories of the AI4Health Division at Oldenburg University","email":null,"website":"https://uol.de/en/ai4health","location":"Germany","twitter":"nstrodt","company":null,"icon_url":"https://avatars.githubusercontent.com/u/110333457?v=4","repositories_count":6,"last_synced_at":"2024-05-06T00:02:38.303Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/AI4HealthUOL","funding_links":[],"total_stars":256,"followers":15,"following":0,"created_at":"2023-04-09T06:22:21.879Z","updated_at":"2024-05-06T00:02:38.553Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AI4HealthUOL","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AI4HealthUOL/repositories"},"packages":[],"commits":{"message":"Repository syncing started."},"issues_stats":{"full_name":"AI4HealthUOL/SSSD","html_url":"https://github.com/AI4HealthUOL/SSSD","last_synced_at":"2024-05-06T00:02:44.595Z","status":null,"issues_count":23,"pull_requests_count":1,"avg_time_to_close_issue":903182.1363636364,"avg_time_to_close_pull_request":3190.0,"issues_closed_count":22,"pull_requests_closed_count":1,"pull_request_authors_count":1,"issue_authors_count":19,"avg_comments_per_issue":2.391304347826087,"avg_comments_per_pull_request":1.0,"merged_pull_requests_count":1,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":15,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":1290290.857142857,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":14,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":12,"past_year_avg_comments_per_issue":2.533333333333333,"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":"2024-05-06T00:02:36.936Z","updated_at":"2025-09-03T05:03:48.492Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/AI4HealthUOL%2FSSSD","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/AI4HealthUOL%2FSSSD/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":29},"pull_request_author_associations_count":{"CONTRIBUTOR":1},"issue_authors":{"YangYu-NUAA":2,"Nicholas0917":2,"HarperHao":2,"chomgid":2,"666-will":1,"abdulfatir":1,"betcha-z":1,"hawkcl":1,"DennisZZQ":1,"nick-torenvliet":1,"JunSeok94":1,"packer-c":1,"fd-guo":1,"lzjtd12242002":1,"sw930718":1,"jdariasl":1,"eruisyan":1,"lulubbb":1,"frncaldas":1,"febmatt008":1,"lqh52":1,"waudinio27":1,"HaoLyou":1,"wangskyone":1,"Ssw2001":1},"pull_request_authors":{"andrewnc":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-03T00:00:08.273Z","repositories_count":10058116,"issues_count":30985287,"pull_requests_count":93679802,"authors_count":10684821,"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":5},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{"betcha-z":1,"DennisZZQ":1,"frncaldas":1,"lzjtd12242002":1,"waudinio27":1},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{"IssuesEvent":6,"WatchEvent":41,"IssueCommentEvent":2,"PushEvent":3,"ForkEvent":5},"last_year":{"IssuesEvent":6,"WatchEvent":41,"IssueCommentEvent":2,"PushEvent":3,"ForkEvent":5}},"keywords":["deep-learning","diffusion-models","time-series-forecasting","time-series-imputation"],"dependencies":[{"ecosystem":"pypi","filepath":"src/entensions/cauchy/setup.py","sha":null,"kind":"manifest","created_at":"2023-11-14T21:25:14.514Z","updated_at":"2023-11-14T21:25:14.514Z","repository_link":"https://github.com/AI4HealthUOL/SSSD/blob/main/src/entensions/cauchy/setup.py","dependencies":[]},{"ecosystem":"pypi","filepath":"src/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-11-14T21:25:14.548Z","updated_at":"2023-11-14T21:25:14.548Z","repository_link":"https://github.com/AI4HealthUOL/SSSD/blob/main/src/requirements.txt","dependencies":[{"id":14500648590,"package_name":"absl-py","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":14500648591,"package_name":"aiohttp","ecosystem":"pypi","requirements":"==3.8.3","direct":true,"kind":"runtime","optional":false},{"id":14500648592,"package_name":"aiosignal","ecosystem":"pypi","requirements":"==1.3.1","direct":true,"kind":"runtime","optional":false},{"id":14500648593,"package_name":"anyio","ecosystem":"pypi","requirements":"==3.5.0","direct":true,"kind":"runtime","optional":false},{"id":14500648594,"package_name":"appdirs","ecosystem":"pypi","requirements":"==1.4.4","direct":true,"kind":"runtime","optional":false},{"id":14500648595,"package_name":"argon2-cffi","ecosystem":"pypi","requirements":"==21.3.0","direct":true,"kind":"runtime","optional":false},{"id":14500648596,"package_name":"argon2-cffi-bindings","ecosystem":"pypi","requirements":"==21.2.0","direct":true,"kind":"runtime","optional":false},{"id":14500648597,"package_name":"asks","ecosystem":"pypi","requirements":"==3.0.0","direct":true,"kind":"runtime","optional":false},{"id":14500648599,"package_name":"asttokens","ecosystem":"pypi","requirements":"==2.0.5","direct":true,"kind":"runtime","optional":false},{"id":14500648600,"package_name":"astunparse","ecosystem":"pypi","requirements":"==1.6.3","direct":true,"kind":"runtime","optional":false},{"id":14500648601,"package_name":"async-generator","ecosystem":"pypi","requirements":"==1.10","direct":true,"kind":"runtime","optional":false},{"id":14500648602,"package_name":"async-timeout","ecosystem":"pypi","requirements":"==4.0.2","direct":true,"kind":"runtime","optional":false},{"id":14500648603,"package_name":"attrs","ecosystem":"pypi","requirements":"==22.1.0","direct":true,"kind":"runtime","optional":false},{"id":14500648604,"package_name":"audeer","ecosystem":"pypi","requirements":"==1.19.0","direct":true,"kind":"runtime","optional":false},{"id":14500648626,"package_name":"audformat","ecosystem":"pypi","requirements":"==0.16.0","direct":true,"kind":"runtime","optional":false},{"id":14500648627,"package_name":"audinterface","ecosystem":"pypi","requirements":"==0.10.2","direct":true,"kind":"runtime","optional":false},{"id":14500648628,"package_name":"audiofile","ecosystem":"pypi","requirements":"==1.1.1","direct":true,"kind":"runtime","optional":false},{"id":14500648641,"package_name":"audioread","ecosystem":"pypi","requirements":"==3.0.0","direct":true,"kind":"runtime","optional":false},{"id":14500648642,"package_name":"audobject","ecosystem":"pypi","requirements":"==0.7.7","direct":true,"kind":"runtime","optional":false},{"id":14500648645,"package_name":"audresample","ecosystem":"pypi","requirements":"==1.1.1","direct":true,"kind":"runtime","optional":false},{"id":14500648646,"package_name":"Babel","ecosystem":"pypi","requirements":"==2.9.1","direct":true,"kind":"runtime","optional":false},{"id":14500648647,"package_name":"backcall","ecosystem":"pypi","requirements":"==0.2.0","direct":true,"kind":"runtime","optional":false},{"id":14500648648,"package_name":"beautifulsoup4","ecosystem":"pypi","requirements":"==4.11.1","direct":true,"kind":"runtime","optional":false},{"id":14500648649,"package_name":"bidict","ecosystem":"pypi","requirements":"==0.22.1","direct":true,"kind":"runtime","optional":false},{"id":14500648650,"package_name":"biosppy","ecosystem":"pypi","requirements":"==1.0.0","direct":true,"kind":"runtime","optional":false},{"id":14500648651,"package_name":"bleach","ecosystem":"pypi","requirements":"==4.1.0","direct":true,"kind":"runtime","optional":false},{"id":14500648652,"package_name":"Bottleneck","ecosystem":"pypi","requirements":"==1.3.5","direct":true,"kind":"runtime","optional":false},{"id":14500648653,"package_name":"brotlipy","ecosystem":"pypi","requirements":"==0.7.0","direct":true,"kind":"runtime","optional":false},{"id":14500648654,"package_name":"cachetools","ecosystem":"pypi","requirements":"==5.2.0","direct":true,"kind":"runtime","optional":false},{"id":14500648655,"package_name":"captum","ecosystem":"pypi","requirements":"==0.6.0","direct":true,"kind":"runtime","optional":false},{"id":14500648656,"package_name":"catalogue","ecosystem":"pypi","requirements":"==2.0.8","direct":true,"kind":"runtime","optional":false},{"id":14500648657,"package_name":"certifi","ecosystem":"pypi","requirements":"==2022.12.7","direct":true,"kind":"runtime","optional":false},{"id":14500648658,"package_name":"cesium","ecosystem":"pypi","requirements":"==0.12.1","direct":true,"kind":"runtime","optional":false},{"id":14500648664,"package_name":"cffi","ecosystem":"pypi","requirements":"==1.15.1","direct":true,"kind":"runtime","optional":false},{"id":14500648666,"package_name":"charset-normalizer","ecosystem":"pypi","requirements":"==2.0.4","direct":true,"kind":"runtime","optional":false},{"id":14500648667,"package_name":"click","ecosystem":"pypi","requirements":"==8.1.3","direct":true,"kind":"runtime","optional":false},{"id":14500648668,"package_name":"cloudpickle","ecosystem":"pypi","requirements":"==2.2.1","direct":true,"kind":"runtime","optional":false},{"id":14500648669,"package_name":"cmake","ecosystem":"pypi","requirements":"==3.26.3","direct":true,"kind":"runtime","optional":false},{"id":14500648670,"package_name":"contourpy","ecosystem":"pypi","requirements":"==1.0.7","direct":true,"kind":"runtime","optional":false},{"id":14500648671,"package_name":"crccheck","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":14500648672,"package_name":"cryptography","ecosystem":"pypi","requirements":"==38.0.1","direct":true,"kind":"runtime","optional":false},{"id":14500648673,"package_name":"ctgan","ecosystem":"pypi","requirements":"==0.7.1","direct":true,"kind":"runtime","optional":false},{"id":14500648674,"package_name":"cycler","ecosystem":"pypi","requirements":"==0.11.0","direct":true,"kind":"runtime","optional":false},{"id":14500648675,"package_name":"dask","ecosystem":"pypi","requirements":"==2023.1.0","direct":true,"kind":"runtime","optional":false},{"id":14500648676,"package_name":"data","ecosystem":"pypi","requirements":"==0.4","direct":true,"kind":"runtime","optional":false},{"id":14500648726,"package_name":"datasets","ecosystem":"pypi","requirements":"==2.8.0","direct":true,"kind":"runtime","optional":false},{"id":14500648727,"package_name":"debugpy","ecosystem":"pypi","requirements":"==1.5.1","direct":true,"kind":"runtime","optional":false},{"id":14500648728,"package_name":"decorator","ecosystem":"pypi","requirements":"==5.1.1","direct":true,"kind":"runtime","optional":false},{"id":14500648729,"package_name":"defusedxml","ecosystem":"pypi","requirements":"==0.7.1","direct":true,"kind":"runtime","optional":false},{"id":14500648730,"package_name":"Deprecated","ecosystem":"pypi","requirements":"==1.2.13","direct":true,"kind":"runtime","optional":false},{"id":14500648731,"package_name":"dgl","ecosystem":"pypi","requirements":"==0.9.1.post1","direct":true,"kind":"runtime","optional":false},{"id":14500648732,"package_name":"dill","ecosystem":"pypi","requirements":"==0.3.6","direct":true,"kind":"runtime","optional":false},{"id":14500648733,"package_name":"distributed","ecosystem":"pypi","requirements":"==2023.1.0","direct":true,"kind":"runtime","optional":false},{"id":14500648734,"package_name":"docker-pycreds","ecosystem":"pypi","requirements":"==0.4.0","direct":true,"kind":"runtime","optional":false},{"id":14500648735,"package_name":"docopt","ecosystem":"pypi","requirements":"==0.6.2","direct":true,"kind":"runtime","optional":false},{"id":14500648736,"package_name":"ecg-plot","ecosystem":"pypi","requirements":"==0.2.8","direct":true,"kind":"runtime","optional":false},{"id":14500648741,"package_name":"eeglib","ecosystem":"pypi","requirements":"==0.4.1","direct":true,"kind":"runtime","optional":false},{"id":14500648743,"package_name":"einops","ecosystem":"pypi","requirements":"==0.6.0","direct":true,"kind":"runtime","optional":false},{"id":14500648744,"package_name":"entrypoints","ecosystem":"pypi","requirements":"==0.4","direct":true,"kind":"runtime","optional":false},{"id":14500648745,"package_name":"et-xmlfile","ecosystem":"pypi","requirements":"==1.1.0","direct":true,"kind":"runtime","optional":false},{"id":14500648746,"package_name":"exceptiongroup","ecosystem":"pypi","requirements":"==1.1.0","direct":true,"kind":"runtime","optional":false},{"id":14500648747,"package_name":"executing","ecosystem":"pypi","requirements":"==0.8.3","direct":true,"kind":"runtime","optional":false},{"id":14500648748,"package_name":"Faker","ecosystem":"pypi","requirements":"==17.6.0","direct":true,"kind":"runtime","optional":false},{"id":14500648749,"package_name":"fastdtw","ecosystem":"pypi","requirements":"==0.3.4","direct":true,"kind":"runtime","optional":false},{"id":14500648768,"package_name":"fastjsonschema","ecosystem":"pypi","requirements":"==2.16.2","direct":true,"kind":"runtime","optional":false},{"id":14500648769,"package_name":"filelock","ecosystem":"pypi","requirements":"==3.6.0","direct":true,"kind":"runtime","optional":false},{"id":14500648770,"package_name":"fire","ecosystem":"pypi","requirements":"==0.4.0","direct":true,"kind":"runtime","optional":false},{"id":14500648771,"package_name":"flatbuffers","ecosystem":"pypi","requirements":"==22.11.23","direct":true,"kind":"runtime","optional":false},{"id":14500648772,"package_name":"fonttools","ecosystem":"pypi","requirements":"==4.25.0","direct":true,"kind":"runtime","optional":false},{"id":14500648773,"package_name":"frozenlist","ecosystem":"pypi","requirements":"==1.3.3","direct":true,"kind":"runtime","optional":false},{"id":14500648774,"package_name":"fsspec","ecosystem":"pypi","requirements":"==2022.11.0","direct":true,"kind":"runtime","optional":false},{"id":14500648775,"package_name":"funcsigs","ecosystem":"pypi","requirements":"==1.0.2","direct":true,"kind":"runtime","optional":false},{"id":14500648776,"package_name":"future","ecosystem":"pypi","requirements":"==0.18.2","direct":true,"kind":"runtime","optional":false},{"id":14500648777,"package_name":"gast","ecosystem":"pypi","requirements":"==0.4.0","direct":true,"kind":"runtime","optional":false},{"id":14500648778,"package_name":"gatspy","ecosystem":"pypi","requirements":"==0.3","direct":true,"kind":"runtime","optional":false},{"id":14500648791,"package_name":"gitdb","ecosystem":"pypi","requirements":"==4.0.10","direct":true,"kind":"runtime","optional":false},{"id":14500648792,"package_name":"GitPython","ecosystem":"pypi","requirements":"==3.1.30","direct":true,"kind":"runtime","optional":false},{"id":14500648793,"package_name":"gluonts","ecosystem":"pypi","requirements":"==0.11.3","direct":true,"kind":"runtime","optional":false},{"id":14500648794,"package_name":"google-auth","ecosystem":"pypi","requirements":"==2.17.2","direct":true,"kind":"runtime","optional":false},{"id":14500648795,"package_name":"google-auth-oauthlib","ecosystem":"pypi","requirements":"==1.0.0","direct":true,"kind":"runtime","optional":false},{"id":14500648796,"package_name":"google-pasta","ecosystem":"pypi","requirements":"==0.2.0","direct":true,"kind":"runtime","optional":false},{"id":14500648797,"package_name":"graphviz","ecosystem":"pypi","requirements":"==0.20.1","direct":true,"kind":"runtime","optional":false},{"id":14500648798,"package_name":"grpcio","ecosystem":"pypi","requirements":"==1.51.0","direct":true,"kind":"runtime","optional":false},{"id":14500648799,"package_name":"h11","ecosystem":"pypi","requirements":"==0.14.0","direct":true,"kind":"runtime","optional":false},{"id":14500648800,"package_name":"h5py","ecosystem":"pypi","requirements":"==3.7.0","direct":true,"kind":"runtime","optional":false},{"id":14500648801,"package_name":"HeapDict","ecosystem":"pypi","requirements":"==1.0.1","direct":true,"kind":"runtime","optional":false},{"id":14500648802,"package_name":"huggingface-hub","ecosystem":"pypi","requirements":"==0.10.1","direct":true,"kind":"runtime","optional":false},{"id":14500648803,"package_name":"idna","ecosystem":"pypi","requirements":"==3.4","direct":true,"kind":"runtime","optional":false},{"id":14500648804,"package_name":"imageio","ecosystem":"pypi","requirements":"==2.22.4","direct":true,"kind":"runtime","optional":false},{"id":14500648805,"package_name":"imbalanced-learn","ecosystem":"pypi","requirements":"==0.10.1","direct":true,"kind":"runtime","optional":false},{"id":14500648806,"package_name":"importlib-metadata","ecosystem":"pypi","requirements":"==6.0.0","direct":true,"kind":"runtime","optional":false},{"id":14500648807,"package_name":"ipykernel","ecosystem":"pypi","requirements":"==6.15.2","direct":true,"kind":"runtime","optional":false},{"id":14500648808,"package_name":"ipython","ecosystem":"pypi","requirements":"==8.6.0","direct":true,"kind":"runtime","optional":false},{"id":14500648809,"package_name":"ipython-genutils","ecosystem":"pypi","requirements":"==0.2.0","direct":true,"kind":"runtime","optional":false},{"id":14500648810,"package_name":"ipywidgets","ecosystem":"pypi","requirements":"==7.6.5","direct":true,"kind":"runtime","optional":false},{"id":14500648811,"package_name":"ishneholterlib","ecosystem":"pypi","requirements":"==2020.5.29","direct":true,"kind":"runtime","optional":false},{"id":14500648812,"package_name":"iso-639","ecosystem":"pypi","requirements":"==0.4.5","direct":true,"kind":"runtime","optional":false},{"id":14500648814,"package_name":"iso3166","ecosystem":"pypi","requirements":"==2.1.1","direct":true,"kind":"runtime","optional":false},{"id":14500648834,"package_name":"jax","ecosystem":"pypi","requirements":"==0.3.25","direct":true,"kind":"runtime","optional":false},{"id":14500648835,"package_name":"jedi","ecosystem":"pypi","requirements":"==0.18.1","direct":true,"kind":"runtime","optional":false},{"id":14500648836,"package_name":"Jinja2","ecosystem":"pypi","requirements":"==3.1.2","direct":true,"kind":"runtime","optional":false},{"id":14500648837,"package_name":"jmespath","ecosystem":"pypi","requirements":"==1.0.1","direct":true,"kind":"runtime","optional":false},{"id":14500648838,"package_name":"joblib","ecosystem":"pypi","requirements":"==1.2.0","direct":true,"kind":"runtime","optional":false},{"id":14500648839,"package_name":"json5","ecosystem":"pypi","requirements":"==0.9.6","direct":true,"kind":"runtime","optional":false},{"id":14500648840,"package_name":"jsonschema","ecosystem":"pypi","requirements":"==4.16.0","direct":true,"kind":"runtime","optional":false},{"id":14500648841,"package_name":"jupyter","ecosystem":"pypi","requirements":"==1.0.0","direct":true,"kind":"runtime","optional":false},{"id":14500648842,"package_name":"jupyter_client","ecosystem":"pypi","requirements":"==7.3.5","direct":true,"kind":"runtime","optional":false},{"id":14500648843,"package_name":"jupyter-console","ecosystem":"pypi","requirements":"==6.4.3","direct":true,"kind":"runtime","optional":false},{"id":14500648844,"package_name":"jupyter_core","ecosystem":"pypi","requirements":"==4.11.2","direct":true,"kind":"runtime","optional":false},{"id":14500648845,"package_name":"jupyter-server","ecosystem":"pypi","requirements":"==1.18.1","direct":true,"kind":"runtime","optional":false},{"id":14500648846,"package_name":"jupyterlab","ecosystem":"pypi","requirements":"==3.4.4","direct":true,"kind":"runtime","optional":false},{"id":14500648847,"package_name":"jupyterlab-pygments","ecosystem":"pypi","requirements":"==0.1.2","direct":true,"kind":"runtime","optional":false},{"id":14500648848,"package_name":"jupyterlab_server","ecosystem":"pypi","requirements":"==2.15.2","direct":true,"kind":"runtime","optional":false},{"id":14500648849,"package_name":"jupyterlab-widgets","ecosystem":"pypi","requirements":"==1.0.0","direct":true,"kind":"runtime","optional":false},{"id":14500648850,"package_name":"keras","ecosystem":"pypi","requirements":"==2.11.0","direct":true,"kind":"runtime","optional":false},{"id":14500648851,"package_name":"keras-nightly","ecosystem":"pypi","requirements":"==2.12.0.dev2022120308","direct":true,"kind":"runtime","optional":false},{"id":14500648852,"package_name":"kiwisolver","ecosystem":"pypi","requirements":"==1.4.2","direct":true,"kind":"runtime","optional":false},{"id":14500648853,"package_name":"latex","ecosystem":"pypi","requirements":"==0.7.0","direct":true,"kind":"runtime","optional":false},{"id":14500648854,"package_name":"libclang","ecosystem":"pypi","requirements":"==14.0.6","direct":true,"kind":"runtime","optional":false},{"id":14500648855,"package_name":"librosa","ecosystem":"pypi","requirements":"==0.9.2","direct":true,"kind":"runtime","optional":false},{"id":14500648856,"package_name":"lightning-utilities","ecosystem":"pypi","requirements":"==0.3.0","direct":true,"kind":"runtime","optional":false},{"id":14500648857,"package_name":"lion-pytorch","ecosystem":"pypi","requirements":"==0.0.7","direct":true,"kind":"runtime","optional":false},{"id":14500648858,"package_name":"lit","ecosystem":"pypi","requirements":"==16.0.1","direct":true,"kind":"runtime","optional":false},{"id":14500648859,"package_name":"llvmlite","ecosystem":"pypi","requirements":"==0.39.1","direct":true,"kind":"runtime","optional":false},{"id":14500648860,"package_name":"locket","ecosystem":"pypi","requirements":"==1.0.0","direct":true,"kind":"runtime","optional":false},{"id":14500648861,"package_name":"lxml","ecosystem":"pypi","requirements":"==4.9.1","direct":true,"kind":"runtime","optional":false},{"id":14500648862,"package_name":"MAPIE","ecosystem":"pypi","requirements":"==0.6.1","direct":true,"kind":"runtime","optional":false},{"id":14500648863,"package_name":"Markdown","ecosystem":"pypi","requirements":"==3.4.1","direct":true,"kind":"runtime","optional":false},{"id":14500648864,"package_name":"MarkupSafe","ecosystem":"pypi","requirements":"==2.1.2","direct":true,"kind":"runtime","optional":false},{"id":14500648865,"package_name":"matplotlib","ecosystem":"pypi","requirements":"==3.7.1","direct":true,"kind":"runtime","optional":false},{"id":14500648866,"package_name":"matplotlib-inline","ecosystem":"pypi","requirements":"==0.1.6","direct":true,"kind":"runtime","optional":false},{"id":14500648867,"package_name":"medmnist","ecosystem":"pypi","requirements":"==2.2.1","direct":true,"kind":"runtime","optional":false},{"id":14500648868,"package_name":"mega.py","ecosystem":"pypi","requirements":"==1.0.8","direct":true,"kind":"runtime","optional":false},{"id":14500648869,"package_name":"mistune","ecosystem":"pypi","requirements":"==0.8.4","direct":true,"kind":"runtime","optional":false},{"id":14500648870,"package_name":"mkl-fft","ecosystem":"pypi","requirements":"==1.3.1","direct":true,"kind":"runtime","optional":false},{"id":14500648871,"package_name":"mkl-random","ecosystem":"pypi","requirements":"==1.2.2","direct":true,"kind":"runtime","optional":false},{"id":14500648872,"package_name":"mkl-service","ecosystem":"pypi","requirements":"==2.4.0","direct":true,"kind":"runtime","optional":false},{"id":14500648873,"package_name":"mne","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":14500648874,"package_name":"mpmath","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":14500648875,"package_name":"msgpack","ecosystem":"pypi","requirements":"==1.0.4","direct":true,"kind":"runtime","optional":false},{"id":14500648876,"package_name":"multidict","ecosystem":"pypi","requirements":"==6.0.2","direct":true,"kind":"runtime","optional":false},{"id":14500648877,"package_name":"multiprocess","ecosystem":"pypi","requirements":"==0.70.14","direct":true,"kind":"runtime","optional":false},{"id":14500648878,"package_name":"multitasking","ecosystem":"pypi","requirements":"==0.0.11","direct":true,"kind":"runtime","optional":false},{"id":14500648879,"package_name":"munkres","ecosystem":"pypi","requirements":"==1.1.4","direct":true,"kind":"runtime","optional":false},{"id":14500648880,"package_name":"nbclassic","ecosystem":"pypi","requirements":"==0.4.8","direct":true,"kind":"runtime","optional":false},{"id":14500648881,"package_name":"nbclient","ecosystem":"pypi","requirements":"==0.5.13","direct":true,"kind":"runtime","optional":false},{"id":14500648882,"package_name":"nbconvert","ecosystem":"pypi","requirements":"==6.5.4","direct":true,"kind":"runtime","optional":false},{"id":14500648883,"package_name":"nbformat","ecosystem":"pypi","requirements":"==5.5.0","direct":true,"kind":"runtime","optional":false},{"id":14500648884,"package_name":"nbstripout","ecosystem":"pypi","requirements":"==0.6.1","direct":true,"kind":"runtime","optional":false},{"id":14500648885,"package_name":"nest-asyncio","ecosystem":"pypi","requirements":"==1.5.5","direct":true,"kind":"runtime","optional":false},{"id":14500648886,"package_name":"networkx","ecosystem":"pypi","requirements":"==2.8.8","direct":true,"kind":"runtime","optional":false},{"id":14500648887,"package_name":"neurokit2","ecosystem":"pypi","requirements":"==0.2.2","direct":true,"kind":"runtime","optional":false},{"id":14500648888,"package_name":"nimfa","ecosystem":"pypi","requirements":"==1.4.0","direct":true,"kind":"runtime","optional":false},{"id":14500648889,"package_name":"nltk","ecosystem":"pypi","requirements":"==3.8.1","direct":true,"kind":"runtime","optional":false},{"id":14500648890,"package_name":"nmslib","ecosystem":"pypi","requirements":"==2.1.1","direct":true,"kind":"runtime","optional":false},{"id":14500648891,"package_name":"notebook","ecosystem":"pypi","requirements":"==6.5.2","direct":true,"kind":"runtime","optional":false},{"id":14500648892,"package_name":"notebook_shim","ecosystem":"pypi","requirements":"==0.2.2","direct":true,"kind":"runtime","optional":false},{"id":14500648893,"package_name":"numba","ecosystem":"pypi","requirements":"==0.56.4","direct":true,"kind":"runtime","optional":false},{"id":14500648894,"package_name":"numexpr","ecosystem":"pypi","requirements":"==2.8.4","direct":true,"kind":"runtime","optional":false},{"id":14500648895,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.23.5","direct":true,"kind":"runtime","optional":false},{"id":14500648896,"package_name":"oauthlib","ecosystem":"pypi","requirements":"==3.2.2","direct":true,"kind":"runtime","optional":false},{"id":14500648897,"package_name":"object-detection-metrics","ecosystem":"pypi","requirements":"==0.4.post1","direct":true,"kind":"runtime","optional":false},{"id":14500648898,"package_name":"opencv-python","ecosystem":"pypi","requirements":"==4.7.0.68","direct":true,"kind":"runtime","optional":false},{"id":14500648899,"package_name":"openpyxl","ecosystem":"pypi","requirements":"==3.1.0","direct":true,"kind":"runtime","optional":false},{"id":14500648900,"package_name":"opensmile","ecosystem":"pypi","requirements":"==2.4.2","direct":true,"kind":"runtime","optional":false},{"id":14500648901,"package_name":"opt-einsum","ecosystem":"pypi","requirements":"==3.3.0","direct":true,"kind":"runtime","optional":false},{"id":14500648902,"package_name":"outcome","ecosystem":"pypi","requirements":"==1.2.0","direct":true,"kind":"runtime","optional":false},{"id":14500648903,"package_name":"oyaml","ecosystem":"pypi","requirements":"==1.0","direct":true,"kind":"runtime","optional":false},{"id":14500648904,"package_name":"packaging","ecosystem":"pypi","requirements":"==23.1","direct":true,"kind":"runtime","optional":false},{"id":14500648905,"package_name":"pandas","ecosystem":"pypi","requirements":"==1.5.1","direct":true,"kind":"runtime","optional":false},{"id":14500648906,"package_name":"pandocfilters","ecosystem":"pypi","requirements":"==1.5.0","direct":true,"kind":"runtime","optional":false},{"id":14500648907,"package_name":"parso","ecosystem":"pypi","requirements":"==0.8.3","direct":true,"kind":"runtime","optional":false},{"id":14500648908,"package_name":"partd","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":14500648909,"package_name":"path","ecosystem":"pypi","requirements":"==16.6.0","direct":true,"kind":"runtime","optional":false},{"id":14500648910,"package_name":"pathlib","ecosystem":"pypi","requirements":"==1.0.1","direct":true,"kind":"runtime","optional":false},{"id":14500648911,"package_name":"pathtools","ecosystem":"pypi","requirements":"==0.1.2","direct":true,"kind":"runtime","optional":false},{"id":14500648912,"package_name":"patsy","ecosystem":"pypi","requirements":"==0.5.3","direct":true,"kind":"runtime","optional":false},{"id":14500648913,"package_name":"pexpect","ecosystem":"pypi","requirements":"==4.8.0","direct":true,"kind":"runtime","optional":false},{"id":14500648914,"package_name":"pickleshare","ecosystem":"pypi","requirements":"==0.7.5","direct":true,"kind":"runtime","optional":false},{"id":14500648915,"package_name":"Pillow","ecosystem":"pypi","requirements":"==9.5.0","direct":true,"kind":"runtime","optional":false},{"id":14500648916,"package_name":"pip","ecosystem":"pypi","requirements":"==22.2.2","direct":true,"kind":"runtime","optional":false},{"id":14500648917,"package_name":"platformdirs","ecosystem":"pypi","requirements":"==3.2.0","direct":true,"kind":"runtime","optional":false},{"id":14500648918,"package_name":"plotly","ecosystem":"pypi","requirements":"==5.13.1","direct":true,"kind":"runtime","optional":false},{"id":14500648919,"package_name":"ply","ecosystem":"pypi","requirements":"==3.11","direct":true,"kind":"runtime","optional":false},{"id":14500648920,"package_name":"podm","ecosystem":"pypi","requirements":"==0.0.19","direct":true,"kind":"runtime","optional":false},{"id":14500648921,"package_name":"pooch","ecosystem":"pypi","requirements":"==1.6.0","direct":true,"kind":"runtime","optional":false},{"id":14500648922,"package_name":"progressbar2","ecosystem":"pypi","requirements":"==4.2.0","direct":true,"kind":"runtime","optional":false},{"id":14500648923,"package_name":"prometheus-client","ecosystem":"pypi","requirements":"==0.14.1","direct":true,"kind":"runtime","optional":false},{"id":14500648924,"package_name":"promise","ecosystem":"pypi","requirements":"==2.3","direct":true,"kind":"runtime","optional":false},{"id":14500648925,"package_name":"prompt-toolkit","ecosystem":"pypi","requirements":"==3.0.20","direct":true,"kind":"runtime","optional":false},{"id":14500648926,"package_name":"protobuf","ecosystem":"pypi","requirements":"==3.19.6","direct":true,"kind":"runtime","optional":false},{"id":14500648927,"package_name":"psutil","ecosystem":"pypi","requirements":"==5.9.0","direct":true,"kind":"runtime","optional":false},{"id":14500648928,"package_name":"ptyprocess","ecosystem":"pypi","requirements":"==0.7.0","direct":true,"kind":"runtime","optional":false},{"id":14500648929,"package_name":"pure-eval","ecosystem":"pypi","requirements":"==0.2.2","direct":true,"kind":"runtime","optional":false},{"id":14500648930,"package_name":"pyarrow","ecosystem":"pypi","requirements":"==10.0.1","direct":true,"kind":"runtime","optional":false},{"id":14500648931,"package_name":"pyasn1","ecosystem":"pypi","requirements":"==0.4.8","direct":true,"kind":"runtime","optional":false},{"id":14500648932,"package_name":"pyasn1-modules","ecosystem":"pypi","requirements":"==0.2.8","direct":true,"kind":"runtime","optional":false},{"id":14500648933,"package_name":"pybind11","ecosystem":"pypi","requirements":"==2.10.1","direct":true,"kind":"runtime","optional":false},{"id":14500648934,"package_name":"pybind11-global","ecosystem":"pypi","requirements":"==2.10.1","direct":true,"kind":"runtime","optional":false},{"id":14500648935,"package_name":"pycocotools","ecosystem":"pypi","requirements":"==2.0.6","direct":true,"kind":"runtime","optional":false},{"id":14500648936,"package_name":"pycorruptor","ecosystem":"pypi","requirements":"==0.0.4","direct":true,"kind":"runtime","optional":false},{"id":14500648937,"package_name":"pycparser","ecosystem":"pypi","requirements":"==2.21","direct":true,"kind":"runtime","optional":false},{"id":14500648938,"package_name":"pycryptodome","ecosystem":"pypi","requirements":"==3.16.0","direct":true,"kind":"runtime","optional":false},{"id":14500648939,"package_name":"pydantic","ecosystem":"pypi","requirements":"==1.10.2","direct":true,"kind":"runtime","optional":false},{"id":14500648940,"package_name":"pyEDFlib","ecosystem":"pypi","requirements":"==0.1.30","direct":true,"kind":"runtime","optional":false},{"id":14500648941,"package_name":"Pygments","ecosystem":"pypi","requirements":"==2.11.2","direct":true,"kind":"runtime","optional":false},{"id":14500648942,"package_name":"pyhealth","ecosystem":"pypi","requirements":"==1.1.3","direct":true,"kind":"runtime","optional":false},{"id":14500648943,"package_name":"pyOpenSSL","ecosystem":"pypi","requirements":"==22.0.0","direct":true,"kind":"runtime","optional":false},{"id":14500648944,"package_name":"pyparsing","ecosystem":"pypi","requirements":"==3.0.9","direct":true,"kind":"runtime","optional":false},{"id":14500648945,"package_name":"pypots","ecosystem":"pypi","requirements":"==0.0.9","direct":true,"kind":"runtime","optional":false},{"id":14500648946,"package_name":"PyQt5-sip","ecosystem":"pypi","requirements":"==12.11.0","direct":true,"kind":"runtime","optional":false},{"id":14500648947,"package_name":"pyrsistent","ecosystem":"pypi","requirements":"==0.18.0","direct":true,"kind":"runtime","optional":false},{"id":14500648948,"package_name":"PySocks","ecosystem":"pypi","requirements":"==1.7.1","direct":true,"kind":"runtime","optional":false},{"id":14500648949,"package_name":"python-dateutil","ecosystem":"pypi","requirements":"==2.8.2","direct":true,"kind":"runtime","optional":false},{"id":14500648950,"package_name":"python-utils","ecosystem":"pypi","requirements":"==3.4.5","direct":true,"kind":"runtime","optional":false},{"id":14500648951,"package_name":"pytorch-lightning","ecosystem":"pypi","requirements":"==1.8.2","direct":true,"kind":"runtime","optional":false},{"id":14500648952,"package_name":"pyts","ecosystem":"pypi","requirements":"==0.12.0","direct":true,"kind":"runtime","optional":false},{"id":14500648953,"package_name":"pytz","ecosystem":"pypi","requirements":"==2022.1","direct":true,"kind":"runtime","optional":false},{"id":14500648954,"package_name":"PyWavelets","ecosystem":"pypi","requirements":"==1.4.1","direct":true,"kind":"runtime","optional":false},{"id":14500648955,"package_name":"PyYAML","ecosystem":"pypi","requirements":"==6.0","direct":true,"kind":"runtime","optional":false},{"id":14500648956,"package_name":"pyzmq","ecosystem":"pypi","requirements":"==23.2.0","direct":true,"kind":"runtime","optional":false},{"id":14500648957,"package_name":"qtconsole","ecosystem":"pypi","requirements":"==5.3.2","direct":true,"kind":"runtime","optional":false},{"id":14500648958,"package_name":"QtPy","ecosystem":"pypi","requirements":"==2.2.0","direct":true,"kind":"runtime","optional":false},{"id":14500648959,"package_name":"rdkit","ecosystem":"pypi","requirements":"==2022.9.5","direct":true,"kind":"runtime","optional":false},{"id":14500648960,"package_name":"rdt","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":14500648961,"package_name":"regex","ecosystem":"pypi","requirements":"==2022.10.31","direct":true,"kind":"runtime","optional":false},{"id":14500648962,"package_name":"requests","ecosystem":"pypi","requirements":"==2.28.1","direct":true,"kind":"runtime","optional":false},{"id":14500648963,"package_name":"requests-oauthlib","ecosystem":"pypi","requirements":"==1.3.1","direct":true,"kind":"runtime","optional":false},{"id":14500648964,"package_name":"resampy","ecosystem":"pypi","requirements":"==0.4.2","direct":true,"kind":"runtime","optional":false},{"id":14500648965,"package_name":"responses","ecosystem":"pypi","requirements":"==0.18.0","direct":true,"kind":"runtime","optional":false},{"id":14500648966,"package_name":"rsa","ecosystem":"pypi","requirements":"==4.9","direct":true,"kind":"runtime","optional":false},{"id":14500648967,"package_name":"SciencePlots","ecosystem":"pypi","requirements":"==2.0.1","direct":true,"kind":"runtime","optional":false},{"id":14500648968,"package_name":"scikit-base","ecosystem":"pypi","requirements":"==0.4.5","direct":true,"kind":"runtime","optional":false},{"id":14500648969,"package_name":"scikit-dimension","ecosystem":"pypi","requirements":"==0.3","direct":true,"kind":"runtime","optional":false},{"id":14500648970,"package_name":"scikit-image","ecosystem":"pypi","requirements":"==0.19.3","direct":true,"kind":"runtime","optional":false},{"id":14500648971,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"==1.1.3","direct":true,"kind":"runtime","optional":false},{"id":14500648972,"package_name":"scikit-multilearn","ecosystem":"pypi","requirements":"==0.2.0","direct":true,"kind":"runtime","optional":false},{"id":14500648973,"package_name":"scikit-plot","ecosystem":"pypi","requirements":"==0.3.7","direct":true,"kind":"runtime","optional":false},{"id":14500648974,"package_name":"scipy","ecosystem":"pypi","requirements":"==1.9.3","direct":true,"kind":"runtime","optional":false},{"id":14500648975,"package_name":"SDF","ecosystem":"pypi","requirements":"==0.3.5","direct":true,"kind":"runtime","optional":false},{"id":14500648976,"package_name":"seaborn","ecosystem":"pypi","requirements":"==0.12.1","direct":true,"kind":"runtime","optional":false},{"id":14500648977,"package_name":"Send2Trash","ecosystem":"pypi","requirements":"==1.8.0","direct":true,"kind":"runtime","optional":false},{"id":14500648978,"package_name":"sentry-sdk","ecosystem":"pypi","requirements":"==1.12.1","direct":true,"kind":"runtime","optional":false},{"id":14500648979,"package_name":"setproctitle","ecosystem":"pypi","requirements":"==1.3.2","direct":true,"kind":"runtime","optional":false},{"id":14500648980,"package_name":"setuptools","ecosystem":"pypi","requirements":"==67.6.1","direct":true,"kind":"runtime","optional":false},{"id":14500648981,"package_name":"setuptools-scm","ecosystem":"pypi","requirements":"==7.1.0","direct":true,"kind":"runtime","optional":false},{"id":14500648982,"package_name":"shap","ecosystem":"pypi","requirements":"==0.41.0","direct":true,"kind":"runtime","optional":false},{"id":14500648983,"package_name":"shortuuid","ecosystem":"pypi","requirements":"==1.0.11","direct":true,"kind":"runtime","optional":false},{"id":14500648984,"package_name":"shutilwhich","ecosystem":"pypi","requirements":"==1.1.0","direct":true,"kind":"runtime","optional":false},{"id":14500648990,"package_name":"sip","ecosystem":"pypi","requirements":"==6.6.2","direct":true,"kind":"runtime","optional":false},{"id":14500648991,"package_name":"six","ecosystem":"pypi","requirements":"==1.16.0","direct":true,"kind":"runtime","optional":false},{"id":14500648992,"package_name":"sklearn","ecosystem":"pypi","requirements":"==0.0.post1","direct":true,"kind":"runtime","optional":false},{"id":14500648993,"package_name":"sktime","ecosystem":"pypi","requirements":"==0.19.0","direct":true,"kind":"runtime","optional":false},{"id":14500648994,"package_name":"slicer","ecosystem":"pypi","requirements":"==0.0.7","direct":true,"kind":"runtime","optional":false},{"id":14500648995,"package_name":"smmap","ecosystem":"pypi","requirements":"==5.0.0","direct":true,"kind":"runtime","optional":false},{"id":14500648996,"package_name":"sniffio","ecosystem":"pypi","requirements":"==1.2.0","direct":true,"kind":"runtime","optional":false},{"id":14500648997,"package_name":"sortedcontainers","ecosystem":"pypi","requirements":"==2.4.0","direct":true,"kind":"runtime","optional":false},{"id":14500648998,"package_name":"soundfile","ecosystem":"pypi","requirements":"==0.11.0","direct":true,"kind":"runtime","optional":false},{"id":14500648999,"package_name":"soupsieve","ecosystem":"pypi","requirements":"==2.3.2.post1","direct":true,"kind":"runtime","optional":false},{"id":14500649000,"package_name":"srsly","ecosystem":"pypi","requirements":"==2.4.5","direct":true,"kind":"runtime","optional":false},{"id":14500649001,"package_name":"stack-data","ecosystem":"pypi","requirements":"==0.2.0","direct":true,"kind":"runtime","optional":false},{"id":14500649002,"package_name":"statsmodels","ecosystem":"pypi","requirements":"==0.13.5","direct":true,"kind":"runtime","optional":false},{"id":14500649003,"package_name":"stumpy","ecosystem":"pypi","requirements":"==1.11.1","direct":true,"kind":"runtime","optional":false},{"id":14500649004,"package_name":"sympy","ecosystem":"pypi","requirements":"==1.11.1","direct":true,"kind":"runtime","optional":false},{"id":14500649005,"package_name":"tb-nightly","ecosystem":"pypi","requirements":"==2.12.0a20221203","direct":true,"kind":"runtime","optional":false},{"id":14500649006,"package_name":"tblib","ecosystem":"pypi","requirements":"==1.7.0","direct":true,"kind":"runtime","optional":false},{"id":14500649007,"package_name":"tempdir","ecosystem":"pypi","requirements":"==0.7.1","direct":true,"kind":"runtime","optional":false},{"id":14500649008,"package_name":"tenacity","ecosystem":"pypi","requirements":"==8.2.2","direct":true,"kind":"runtime","optional":false},{"id":14500649009,"package_name":"tensorboard","ecosystem":"pypi","requirements":"==2.12.1","direct":true,"kind":"runtime","optional":false},{"id":14500649010,"package_name":"tensorboard-data-server","ecosystem":"pypi","requirements":"==0.7.0","direct":true,"kind":"runtime","optional":false},{"id":14500649011,"package_name":"tensorboard-plugin-wit","ecosystem":"pypi","requirements":"==1.8.1","direct":true,"kind":"runtime","optional":false},{"id":14500649012,"package_name":"tensorflow-addons","ecosystem":"pypi","requirements":"==0.19.0","direct":true,"kind":"runtime","optional":false},{"id":14500649013,"package_name":"tensorflow-estimator","ecosystem":"pypi","requirements":"==2.11.0","direct":true,"kind":"runtime","optional":false},{"id":14500649014,"package_name":"tensorflow-gpu","ecosystem":"pypi","requirements":"==2.11.0","direct":true,"kind":"runtime","optional":false},{"id":14500649015,"package_name":"tensorflow-io-gcs-filesystem","ecosystem":"pypi","requirements":"==0.28.0","direct":true,"kind":"runtime","optional":false},{"id":14500649016,"package_name":"termcolor","ecosystem":"pypi","requirements":"==2.1.1","direct":true,"kind":"runtime","optional":false},{"id":14500649017,"package_name":"terminado","ecosystem":"pypi","requirements":"==0.13.1","direct":true,"kind":"runtime","optional":false},{"id":14500649018,"package_name":"tf-estimator-nightly","ecosystem":"pypi","requirements":"==2.12.0.dev2022120309","direct":true,"kind":"runtime","optional":false},{"id":14500649019,"package_name":"tf-nightly","ecosystem":"pypi","requirements":"==2.12.0.dev20221203","direct":true,"kind":"runtime","optional":false},{"id":14500649020,"package_name":"Theano","ecosystem":"pypi","requirements":"==1.0.5","direct":true,"kind":"runtime","optional":false},{"id":14500649021,"package_name":"threadpoolctl","ecosystem":"pypi","requirements":"==3.1.0","direct":true,"kind":"runtime","optional":false},{"id":14500649022,"package_name":"tifffile","ecosystem":"pypi","requirements":"==2022.10.10","direct":true,"kind":"runtime","optional":false},{"id":14500649023,"package_name":"timm","ecosystem":"pypi","requirements":"==0.6.12","direct":true,"kind":"runtime","optional":false},{"id":14500649024,"package_name":"tinycss2","ecosystem":"pypi","requirements":"==1.2.1","direct":true,"kind":"runtime","optional":false},{"id":14500649025,"package_name":"tokenizers","ecosystem":"pypi","requirements":"==0.13.2","direct":true,"kind":"runtime","optional":false},{"id":14500649026,"package_name":"toml","ecosystem":"pypi","requirements":"==0.10.2","direct":true,"kind":"runtime","optional":false},{"id":14500649027,"package_name":"tomli","ecosystem":"pypi","requirements":"==2.0.1","direct":true,"kind":"runtime","optional":false},{"id":14500649028,"package_name":"toolz","ecosystem":"pypi","requirements":"==0.12.0","direct":true,"kind":"runtime","optional":false},{"id":14500649029,"package_name":"torch","ecosystem":"pypi","requirements":"==1.13.0","direct":true,"kind":"runtime","optional":false},{"id":14500649030,"package_name":"torch-cluster","ecosystem":"pypi","requirements":"==1.6.0","direct":true,"kind":"runtime","optional":false},{"id":14500649031,"package_name":"torch-geometric","ecosystem":"pypi","requirements":"==2.2.0","direct":true,"kind":"runtime","optional":false},{"id":14500649032,"package_name":"torch-scatter","ecosystem":"pypi","requirements":"==2.1.0","direct":true,"kind":"runtime","optional":false},{"id":14500649033,"package_name":"torch-sparse","ecosystem":"pypi","requirements":"==0.6.15","direct":true,"kind":"runtime","optional":false},{"id":14500649034,"package_name":"torchaudio","ecosystem":"pypi","requirements":"==0.13.0","direct":true,"kind":"runtime","optional":false},{"id":14500649035,"package_name":"torchmetrics","ecosystem":"pypi","requirements":"==0.10.3","direct":true,"kind":"runtime","optional":false},{"id":14500649036,"package_name":"torchsummary","ecosystem":"pypi","requirements":"==1.5.1","direct":true,"kind":"runtime","optional":false},{"id":14500649037,"package_name":"torchvision","ecosystem":"pypi","requirements":"==0.14.0","direct":true,"kind":"runtime","optional":false},{"id":14500649038,"package_name":"tornado","ecosystem":"pypi","requirements":"==6.2","direct":true,"kind":"runtime","optional":false},{"id":14500649039,"package_name":"tqdm","ecosystem":"pypi","requirements":"==4.65.0","direct":true,"kind":"runtime","optional":false},{"id":14500649040,"package_name":"traitlets","ecosystem":"pypi","requirements":"==5.1.1","direct":true,"kind":"runtime","optional":false},{"id":14500649041,"package_name":"transformers","ecosystem":"pypi","requirements":"==4.25.1","direct":true,"kind":"runtime","optional":false},{"id":14500649042,"package_name":"trio","ecosystem":"pypi","requirements":"==0.22.0","direct":true,"kind":"runtime","optional":false},{"id":14500649043,"package_name":"tsdb","ecosystem":"pypi","requirements":"==0.0.7","direct":true,"kind":"runtime","optional":false},{"id":14500649044,"package_name":"tsfresh","ecosystem":"pypi","requirements":"==0.20.0","direct":true,"kind":"runtime","optional":false},{"id":14500649045,"package_name":"typeguard","ecosystem":"pypi","requirements":"==2.13.3","direct":true,"kind":"runtime","optional":false},{"id":14500649046,"package_name":"typing_extensions","ecosystem":"pypi","requirements":"==4.5.0","direct":true,"kind":"runtime","optional":false},{"id":14500649047,"package_name":"urllib3","ecosystem":"pypi","requirements":"==1.26.15","direct":true,"kind":"runtime","optional":false},{"id":14500649048,"package_name":"wandb","ecosystem":"pypi","requirements":"==0.13.7","direct":true,"kind":"runtime","optional":false},{"id":14500649049,"package_name":"wcwidth","ecosystem":"pypi","requirements":"==0.2.5","direct":true,"kind":"runtime","optional":false},{"id":14500649050,"package_name":"webencodings","ecosystem":"pypi","requirements":"==0.5.1","direct":true,"kind":"runtime","optional":false},{"id":14500649051,"package_name":"websocket-client","ecosystem":"pypi","requirements":"==0.58.0","direct":true,"kind":"runtime","optional":false},{"id":14500649052,"package_name":"Werkzeug","ecosystem":"pypi","requirements":"==2.2.2","direct":true,"kind":"runtime","optional":false},{"id":14500649053,"package_name":"wfdb","ecosystem":"pypi","requirements":"==4.1.0","direct":true,"kind":"runtime","optional":false},{"id":14500649054,"package_name":"wget","ecosystem":"pypi","requirements":"==3.2","direct":true,"kind":"runtime","optional":false},{"id":14500649055,"package_name":"wheel","ecosystem":"pypi","requirements":"==0.40.0","direct":true,"kind":"runtime","optional":false},{"id":14500649056,"package_name":"widgetsnbextension","ecosystem":"pypi","requirements":"==3.5.2","direct":true,"kind":"runtime","optional":false},{"id":14500649057,"package_name":"wrapt","ecosystem":"pypi","requirements":"==1.14.1","direct":true,"kind":"runtime","optional":false},{"id":14500649058,"package_name":"xgboost","ecosystem":"pypi","requirements":"==1.7.4","direct":true,"kind":"runtime","optional":false},{"id":14500649059,"package_name":"xxhash","ecosystem":"pypi","requirements":"==3.2.0","direct":true,"kind":"runtime","optional":false},{"id":14500649060,"package_name":"yarl","ecosystem":"pypi","requirements":"==1.8.1","direct":true,"kind":"runtime","optional":false},{"id":14500649061,"package_name":"yfinance","ecosystem":"pypi","requirements":"==0.1.87","direct":true,"kind":"runtime","optional":false},{"id":14500649062,"package_name":"zict","ecosystem":"pypi","requirements":"==2.2.0","direct":true,"kind":"runtime","optional":false},{"id":14500649063,"package_name":"zipp","ecosystem":"pypi","requirements":"==3.11.0","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-08T21:48:10.067Z","updated_at":"2025-10-07T08:30:17.040Z","avatar_url":"https://github.com/AI4HealthUOL.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/94807","html_url":"https://science.ecosyste.ms/projects/94807"}