{"id":21785,"name":"ebtorch","description":"🤓🔥 Collection of PyTorch additions, extensions, utilities, uses and abuses","url":"https://github.com/emaballarin/ebtorch","last_synced_at":"2025-09-05T01:07:25.189Z","repository":{"id":46989552,"uuid":"340465254","full_name":"emaballarin/ebtorch","owner":"emaballarin","description":"🤓🔥 Collection of PyTorch additions, extensions, utilities, uses and abuses","archived":false,"fork":false,"pushed_at":"2025-08-14T13:57:14.000Z","size":3226,"stargazers_count":9,"open_issues_count":0,"forks_count":1,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-08-14T15:35:33.860Z","etag":null,"topics":["artificial-intelligence","artificial-neural-networks","cognitive-computing","deep-learning","deep-neural-networks","experiments","machine-learning","neural-network","neural-networks","neural-representation","neural-representations","neuro-inspired","personal-utilities","pytorch","pytorch-utils"],"latest_commit_sha":null,"homepage":"https://pypi.org/project/ebtorch","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/emaballarin.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2021-02-19T19:09:49.000Z","updated_at":"2025-08-14T13:57:18.000Z","dependencies_parsed_at":"2022-08-25T15:11:37.532Z","dependency_job_id":"5ddc8e61-1fa5-4059-954d-4bfcbf22bf0b","html_url":"https://github.com/emaballarin/ebtorch","commit_stats":{"total_commits":166,"total_committers":4,"mean_commits":41.5,"dds":0.06024096385542166,"last_synced_commit":"67404052e555e3041403ceb91010e4588a9e807f"},"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/emaballarin/ebtorch","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emaballarin%2Febtorch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emaballarin%2Febtorch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emaballarin%2Febtorch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emaballarin%2Febtorch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/emaballarin","download_url":"https://codeload.github.com/emaballarin/ebtorch/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emaballarin%2Febtorch/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273695382,"owners_count":25151514,"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":"emaballarin","name":"Emanuele Ballarin","uuid":"34656580","kind":"user","description":"PhD student in (neuro-inspired) Deep Learning. Also: robust / trustworthy / Bayesian DL, kernel methods, computational neuroscience. Overenthusiastic tinkerer.","email":"","website":"https://ballarin.cc/","location":"Trieste, Italy","twitter":"emaballarin","company":"Dept. of Maths, UniTS | @LACoNIC-UniTS ⊆ @ailab-units | @sissa-data-science | @AI-Student-Society","icon_url":"https://avatars.githubusercontent.com/u/34656580?u=f6b5ecbcd5a683eae1e85c86f202bcb9ca5f41dd\u0026v=4","repositories_count":18,"last_synced_at":"2023-03-04T01:04:34.227Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/emaballarin","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-14T07:27:00.094Z","updated_at":"2023-03-04T01:04:34.377Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/emaballarin","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/emaballarin/repositories"},"packages":[{"id":5930100,"name":"ebtorch","ecosystem":"pypi","description":"Collection of PyTorch additions, extensions, utilities, uses and abuses","homepage":"https://github.com/emaballarin/ebtorch","licenses":"Apache-2.0","normalized_licenses":["Apache-2.0"],"repository_url":"https://github.com/emaballarin/ebtorch","keywords_array":["Deep Learning","Machine Learning"],"namespace":null,"versions_count":150,"first_release_published_at":"2023-01-23T15:03:42.000Z","latest_release_published_at":"2025-08-22T10:15:08.000Z","latest_release_number":"0.34.6","last_synced_at":"2025-08-22T10:34:27.591Z","created_at":"2023-01-23T15:18:39.532Z","updated_at":"2025-08-22T19:08:49.207Z","registry_url":"https://pypi.org/project/ebtorch/","install_command":"pip install ebtorch --index-url https://pypi.org/simple","documentation_url":"https://ebtorch.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 4 - Beta","Environment :: Console","License :: OSI Approved :: Apache Software License","Programming Language :: Python :: 3","Topic :: Scientific/Engineering :: Artificial Intelligence"],"normalized_name":"ebtorch","project_status":null},"repo_metadata":{"id":46989552,"uuid":"340465254","full_name":"emaballarin/ebtorch","owner":"emaballarin","description":"🤓🔥 Collection of PyTorch additions, extensions, utilities, uses and abuses","archived":false,"fork":false,"pushed_at":"2025-08-14T13:57:14.000Z","size":3226,"stargazers_count":9,"open_issues_count":0,"forks_count":1,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-08-14T15:35:33.860Z","etag":null,"topics":["artificial-intelligence","artificial-neural-networks","cognitive-computing","deep-learning","deep-neural-networks","experiments","machine-learning","neural-network","neural-networks","neural-representation","neural-representations","neuro-inspired","personal-utilities","pytorch","pytorch-utils"],"latest_commit_sha":null,"homepage":"https://pypi.org/project/ebtorch","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/emaballarin.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2021-02-19T19:09:49.000Z","updated_at":"2025-08-14T13:57:18.000Z","dependencies_parsed_at":"2022-08-25T15:11:37.532Z","dependency_job_id":"5ddc8e61-1fa5-4059-954d-4bfcbf22bf0b","html_url":"https://github.com/emaballarin/ebtorch","commit_stats":{"total_commits":166,"total_committers":4,"mean_commits":41.5,"dds":0.06024096385542166,"last_synced_commit":"67404052e555e3041403ceb91010e4588a9e807f"},"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/emaballarin/ebtorch","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emaballarin%2Febtorch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emaballarin%2Febtorch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emaballarin%2Febtorch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emaballarin%2Febtorch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/emaballarin","download_url":"https://codeload.github.com/emaballarin/ebtorch/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emaballarin%2Febtorch/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":270487801,"owners_count":24592443,"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":"2025-08-14T02:00:10.309Z","response_time":75,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"},"owner_record":{"login":"emaballarin","name":"Emanuele Ballarin","uuid":"34656580","kind":"user","description":"PhD student in (neuro-inspired) Deep Learning. Also: robust / trustworthy / Bayesian DL, kernel methods, computational neuroscience. Overenthusiastic tinkerer.","email":"","website":"https://ballarin.cc/","location":"Trieste, Italy","twitter":"emaballarin","company":"Dept. of Maths, UniTS | @LACoNIC-UniTS ⊆ @ailab-units | @sissa-data-science | @AI-Student-Society","icon_url":"https://avatars.githubusercontent.com/u/34656580?u=f6b5ecbcd5a683eae1e85c86f202bcb9ca5f41dd\u0026v=4","repositories_count":18,"last_synced_at":"2023-03-04T01:04:34.227Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/emaballarin","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-14T07:27:00.094Z","updated_at":"2023-03-04T01:04:34.377Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/emaballarin","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/emaballarin/repositories"},"tags":[{"name":"v0.24.2","sha":"735eee0d0f746c8cb05ad1843a7ddf894e983111","kind":"commit","published_at":"2024-05-09T13:05:33.000Z","download_url":"https://codeload.github.com/emaballarin/ebtorch/tar.gz/v0.24.2","html_url":"https://github.com/emaballarin/ebtorch/releases/tag/v0.24.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/emaballarin/ebtorch@v0.24.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emaballarin%2Febtorch/tags/v0.24.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emaballarin%2Febtorch/tags/v0.24.2/manifests"},{"name":"v0.14.1","sha":"690ab1e2515ba59b9efb7398578428460a0f0ecd","kind":"commit","published_at":"2023-09-23T04:54:18.000Z","download_url":"https://codeload.github.com/emaballarin/ebtorch/tar.gz/v0.14.1","html_url":"https://github.com/emaballarin/ebtorch/releases/tag/v0.14.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/emaballarin/ebtorch@v0.14.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emaballarin%2Febtorch/tags/v0.14.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emaballarin%2Febtorch/tags/v0.14.1/manifests"}]},"repo_metadata_updated_at":"2025-08-22T19:08:49.129Z","dependent_packages_count":0,"downloads":635,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":6.879844328503425,"dependent_repos_count":30.61104109666564,"dependent_packages_count":6.633233862033089,"stargazers_count":19.483097497110542,"forks_count":30.49154493947922,"average":18.81975234475838},"purl":"pkg:pypi/ebtorch","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/ebtorch","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/ebtorch","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/ebtorch/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-08T04:40:44.098Z","issues_count":1,"pull_requests_count":15,"avg_time_to_close_issue":8760.0,"avg_time_to_close_pull_request":338739.73333333334,"issues_closed_count":1,"pull_requests_closed_count":15,"pull_request_authors_count":2,"issue_authors_count":1,"avg_comments_per_issue":0.0,"avg_comments_per_pull_request":0.2,"merged_pull_requests_count":8,"bot_issues_count":0,"bot_pull_requests_count":14,"past_year_issues_count":1,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":8760.0,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":1,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/emaballarin%2Febtorch/issues","maintainers":[],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/ebtorch/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/ebtorch/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/ebtorch/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/ebtorch/related_packages","maintainers":[{"uuid":"emaballarin","login":"emaballarin","name":null,"email":null,"url":null,"packages_count":8,"html_url":"https://pypi.org/user/emaballarin/","role":null,"created_at":"2023-02-17T21:22:51.221Z","updated_at":"2023-02-17T21:22:51.221Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/emaballarin/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":724946,"maintainers_count":308265,"namespaces_count":0,"keywords_count":237984,"github":"pypi","metadata":{"funded_packages_count":50481},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-04T05:23:51.177Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}}],"commits":{"id":699136,"full_name":"emaballarin/ebtorch","default_branch":"main","committers":[{"name":"Emanuele Ballarin","email":"emanuele@ballarin.cc","count":156},{"name":"deepsource-autofix[bot]","email":"62050782+deepsource-autofix[bot]@users.noreply.github.com","count":8},{"name":"sider[bot]","email":"41898208+sider[bot]@users.noreply.github.com","count":1},{"name":"DeepSource Bot","email":"bot@deepsource.io","count":1}],"total_commits":166,"total_committers":4,"total_bot_commits":9,"total_bot_committers":2,"mean_commits":41.5,"dds":0.06024096385542166,"past_year_committers":null,"past_year_total_commits":null,"past_year_total_committers":null,"past_year_total_bot_commits":null,"past_year_total_bot_committers":null,"past_year_mean_commits":null,"past_year_dds":null,"last_synced_at":"2023-03-20T13:16:06.161Z","last_synced_commit":"67404052e555e3041403ceb91010e4588a9e807f","created_at":"2023-03-09T11:52:12.299Z","updated_at":"2023-09-19T17:41:19.399Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/emaballarin%2Febtorch/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-02T00:00:07.521Z","repositories_count":5479868,"commits_count":853318391,"contributors_count":31095563,"owners_count":906560,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"emaballarin/ebtorch","html_url":"https://github.com/emaballarin/ebtorch","last_synced_at":"2025-08-15T04:33:16.633Z","status":"error","issues_count":1,"pull_requests_count":15,"avg_time_to_close_issue":8760.0,"avg_time_to_close_pull_request":338739.73333333334,"issues_closed_count":1,"pull_requests_closed_count":15,"pull_request_authors_count":2,"issue_authors_count":1,"avg_comments_per_issue":0.0,"avg_comments_per_pull_request":0.2,"merged_pull_requests_count":8,"bot_issues_count":0,"bot_pull_requests_count":14,"past_year_issues_count":1,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":8760.0,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":1,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.0,"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":"2023-05-15T06:09:35.552Z","updated_at":"2025-09-01T07:47:13.444Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/emaballarin%2Febtorch","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/emaballarin%2Febtorch/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":1},"pull_request_author_associations_count":{"CONTRIBUTOR":17,"OWNER":1,"NONE":1},"issue_authors":{"lykos98":1},"pull_request_authors":{"deepsource-autofix[bot]":17,"emaballarin":1,"ghost":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.444Z","repositories_count":10082304,"issues_count":31220387,"pull_requests_count":96069062,"authors_count":10694175,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{"NONE":1},"past_year_pull_request_author_associations_count":{"OWNER":1},"past_year_issue_authors":{"lykos98":1},"past_year_pull_request_authors":{"emaballarin":1},"maintainers":[{"login":"emaballarin","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/emaballarin"}],"active_maintainers":[{"login":"emaballarin","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/emaballarin"}]},"events":{"total":{"IssuesEvent":3,"DeleteEvent":1,"IssueCommentEvent":1,"PushEvent":40,"PullRequestEvent":1},"last_year":{"IssuesEvent":3,"DeleteEvent":1,"IssueCommentEvent":1,"PushEvent":40,"PullRequestEvent":1}},"keywords":["artificial-intelligence","artificial-neural-networks","cognitive-computing","deep-learning","deep-neural-networks","experiments","machine-learning","neural-network","neural-networks","neural-representation","neural-representations","neuro-inspired","personal-utilities","pytorch","pytorch-utils"],"dependencies":[{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2022-08-25T15:11:37.485Z","updated_at":"2022-08-25T15:11:37.485Z","repository_link":"https://github.com/emaballarin/ebtorch/blob/main/requirements.txt","dependencies":[{"id":2698160189,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=1.10","direct":true,"kind":"runtime","optional":false},{"id":2698160190,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":2698160191,"package_name":"nengolib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":10.038717501796233,"created_at":"2025-09-04T15:50:53.306Z","updated_at":"2025-10-07T08:10:27.687Z","avatar_url":"https://github.com/emaballarin.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":635,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/21785","html_url":"https://science.ecosyste.ms/projects/21785","bibtex_url":"https://science.ecosyste.ms/projects/21785/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/21785/export.apalike"}