{"id":23419,"name":"vime-pytorch","description":"PyTorch implementation of the VIME paper (Variational Information Maximizing Exploration) ","url":"https://github.com/mazpie/vime-pytorch","last_synced_at":"2025-09-05T01:59:49.513Z","repository":{"id":37221938,"uuid":"275599203","full_name":"mazpie/vime-pytorch","owner":"mazpie","description":"PyTorch implementation of the VIME paper (Variational Information Maximizing Exploration) ","archived":false,"fork":false,"pushed_at":"2023-03-24T23:21:12.000Z","size":2171,"stargazers_count":7,"open_issues_count":18,"forks_count":2,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-04-13T05:52:56.863Z","etag":null,"topics":["ppo","pytorch","reinforcement-learning","vime"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mazpie.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":"2020-06-28T14:14:41.000Z","updated_at":"2025-04-08T04:02:16.000Z","dependencies_parsed_at":"2025-04-13T06:03:04.852Z","dependency_job_id":null,"html_url":"https://github.com/mazpie/vime-pytorch","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/mazpie/vime-pytorch","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mazpie%2Fvime-pytorch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mazpie%2Fvime-pytorch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mazpie%2Fvime-pytorch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mazpie%2Fvime-pytorch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mazpie","download_url":"https://codeload.github.com/mazpie/vime-pytorch/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mazpie%2Fvime-pytorch/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273699715,"owners_count":25152286,"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":"mazpie","name":"Pietro Mazzaglia","uuid":"33097900","kind":"user","description":"Artificial Intelligence student","email":"","website":"https://mazpie.github.io/","location":"Ghent, Belgium","twitter":null,"company":"UGent","icon_url":"https://avatars.githubusercontent.com/u/33097900?u=9c750bf7abc8e55a77a259765e0f38e98554f204\u0026v=4","repositories_count":1,"last_synced_at":"2023-03-04T12:44:52.720Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/mazpie","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-14T18:48:24.857Z","updated_at":"2023-03-04T12:44:52.724Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mazpie","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mazpie/repositories"},"packages":[],"commits":{"message":"Repository syncing started."},"issues_stats":{"full_name":"mazpie/vime-pytorch","html_url":"https://github.com/mazpie/vime-pytorch","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":"2025-09-05T01:58:50.622Z","updated_at":"2025-09-05T01:58:50.622Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/mazpie%2Fvime-pytorch","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/mazpie%2Fvime-pytorch/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":"2025-09-05T00:00:10.444Z","repositories_count":10082226,"issues_count":31213887,"pull_requests_count":96046612,"authors_count":10694202,"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":{"WatchEvent":2},"last_year":{"WatchEvent":2}},"keywords":["ppo","pytorch","reinforcement-learning","vime"],"dependencies":[{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2022-06-22T09:04:06.952Z","updated_at":"2022-06-22T09:04:06.952Z","repository_link":"https://github.com/mazpie/vime-pytorch/blob/master/requirements.txt","dependencies":[{"id":1904871,"package_name":"absl-py","ecosystem":"pypi","requirements":"==0.9.0","direct":true,"kind":"runtime","optional":false},{"id":1904872,"package_name":"astor","ecosystem":"pypi","requirements":"==0.8.1","direct":true,"kind":"runtime","optional":false},{"id":1904873,"package_name":"atari-py","ecosystem":"pypi","requirements":"==0.2.6","direct":true,"kind":"runtime","optional":false},{"id":1904874,"package_name":"attrs","ecosystem":"pypi","requirements":"==19.3.0","direct":true,"kind":"runtime","optional":false},{"id":1904875,"package_name":"backcall","ecosystem":"pypi","requirements":"==0.2.0","direct":true,"kind":"runtime","optional":false},{"id":1904876,"package_name":"bleach","ecosystem":"pypi","requirements":"==3.1.4","direct":true,"kind":"runtime","optional":false},{"id":1904877,"package_name":"cffi","ecosystem":"pypi","requirements":"==1.14.0","direct":true,"kind":"runtime","optional":false},{"id":1904878,"package_name":"click","ecosystem":"pypi","requirements":"==7.1.2","direct":true,"kind":"runtime","optional":false},{"id":1904879,"package_name":"cloudpickle","ecosystem":"pypi","requirements":"==1.2.0","direct":true,"kind":"runtime","optional":false},{"id":1904880,"package_name":"cycler","ecosystem":"pypi","requirements":"==0.10.0","direct":true,"kind":"runtime","optional":false},{"id":1904881,"package_name":"Cython","ecosystem":"pypi","requirements":"==0.29.20","direct":true,"kind":"runtime","optional":false},{"id":1904882,"package_name":"decorator","ecosystem":"pypi","requirements":"==4.4.2","direct":true,"kind":"runtime","optional":false},{"id":1904883,"package_name":"defusedxml","ecosystem":"pypi","requirements":"==0.6.0","direct":true,"kind":"runtime","optional":false},{"id":1904884,"package_name":"entrypoints","ecosystem":"pypi","requirements":"==0.3","direct":true,"kind":"runtime","optional":false},{"id":1904885,"package_name":"enum34","ecosystem":"pypi","requirements":"==1.1.10","direct":true,"kind":"runtime","optional":false},{"id":1904886,"package_name":"fasteners","ecosystem":"pypi","requirements":"==0.15","direct":true,"kind":"runtime","optional":false},{"id":1904887,"package_name":"future","ecosystem":"pypi","requirements":"==0.18.2","direct":true,"kind":"runtime","optional":false},{"id":1904888,"package_name":"gast","ecosystem":"pypi","requirements":"==0.2.2","direct":true,"kind":"runtime","optional":false},{"id":1904889,"package_name":"glfw","ecosystem":"pypi","requirements":"==1.11.2","direct":true,"kind":"runtime","optional":false},{"id":1904890,"package_name":"google-pasta","ecosystem":"pypi","requirements":"==0.2.0","direct":true,"kind":"runtime","optional":false},{"id":1904891,"package_name":"grpcio","ecosystem":"pypi","requirements":"==1.30.0","direct":true,"kind":"runtime","optional":false},{"id":1904892,"package_name":"gym","ecosystem":"pypi","requirements":"==0.15.7","direct":true,"kind":"runtime","optional":false},{"id":1904893,"package_name":"h5py","ecosystem":"pypi","requirements":"==2.10.0","direct":true,"kind":"runtime","optional":false},{"id":1904894,"package_name":"html5lib","ecosystem":"pypi","requirements":"==0.9999999","direct":true,"kind":"runtime","optional":false},{"id":1904895,"package_name":"imageio","ecosystem":"pypi","requirements":"==2.8.0","direct":true,"kind":"runtime","optional":false},{"id":1904896,"package_name":"importlib-metadata","ecosystem":"pypi","requirements":"==1.6.1","direct":true,"kind":"runtime","optional":false},{"id":1904897,"package_name":"ipykernel","ecosystem":"pypi","requirements":"==5.3.0","direct":true,"kind":"runtime","optional":false},{"id":1904898,"package_name":"ipython","ecosystem":"pypi","requirements":"==7.16.0","direct":true,"kind":"runtime","optional":false},{"id":1904899,"package_name":"ipython-genutils","ecosystem":"pypi","requirements":"==0.2.0","direct":true,"kind":"runtime","optional":false},{"id":1904900,"package_name":"ipywidgets","ecosystem":"pypi","requirements":"==7.5.1","direct":true,"kind":"runtime","optional":false},{"id":1904901,"package_name":"jedi","ecosystem":"pypi","requirements":"==0.17.1","direct":true,"kind":"runtime","optional":false},{"id":1904902,"package_name":"Jinja2","ecosystem":"pypi","requirements":"==2.11.2","direct":true,"kind":"runtime","optional":false},{"id":1904903,"package_name":"joblib","ecosystem":"pypi","requirements":"==0.15.1","direct":true,"kind":"runtime","optional":false},{"id":1904904,"package_name":"jsonschema","ecosystem":"pypi","requirements":"==3.2.0","direct":true,"kind":"runtime","optional":false},{"id":1904905,"package_name":"jupyter","ecosystem":"pypi","requirements":"==1.0.0","direct":true,"kind":"runtime","optional":false},{"id":1904906,"package_name":"jupyter-client","ecosystem":"pypi","requirements":"==6.1.3","direct":true,"kind":"runtime","optional":false},{"id":1904907,"package_name":"jupyter-console","ecosystem":"pypi","requirements":"==6.1.0","direct":true,"kind":"runtime","optional":false},{"id":1904908,"package_name":"jupyter-core","ecosystem":"pypi","requirements":"==4.6.3","direct":true,"kind":"runtime","optional":false},{"id":1904909,"package_name":"Keras-Applications","ecosystem":"pypi","requirements":"==1.0.8","direct":true,"kind":"runtime","optional":false},{"id":1904910,"package_name":"Keras-Preprocessing","ecosystem":"pypi","requirements":"==1.1.2","direct":true,"kind":"runtime","optional":false},{"id":1904911,"package_name":"kiwisolver","ecosystem":"pypi","requirements":"==1.2.0","direct":true,"kind":"runtime","optional":false},{"id":1904912,"package_name":"Markdown","ecosystem":"pypi","requirements":"==3.2.2","direct":true,"kind":"runtime","optional":false},{"id":1904913,"package_name":"MarkupSafe","ecosystem":"pypi","requirements":"==1.1.1","direct":true,"kind":"runtime","optional":false},{"id":1904914,"package_name":"matplotlib","ecosystem":"pypi","requirements":"==3.2.2","direct":true,"kind":"runtime","optional":false},{"id":1904915,"package_name":"mistune","ecosystem":"pypi","requirements":"==0.8.4","direct":true,"kind":"runtime","optional":false},{"id":1904916,"package_name":"monotonic","ecosystem":"pypi","requirements":"==1.5","direct":true,"kind":"runtime","optional":false},{"id":1904917,"package_name":"mujoco-py","ecosystem":"pypi","requirements":"==2.0.2.10","direct":true,"kind":"runtime","optional":false},{"id":1904918,"package_name":"nbconvert","ecosystem":"pypi","requirements":"==5.6.1","direct":true,"kind":"runtime","optional":false},{"id":1904919,"package_name":"nbformat","ecosystem":"pypi","requirements":"==5.0.7","direct":true,"kind":"runtime","optional":false},{"id":1904920,"package_name":"notebook","ecosystem":"pypi","requirements":"==6.0.3","direct":true,"kind":"runtime","optional":false},{"id":1904921,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.19.0","direct":true,"kind":"runtime","optional":false},{"id":1904922,"package_name":"opencv-python","ecosystem":"pypi","requirements":"==4.2.0.34","direct":true,"kind":"runtime","optional":false},{"id":1904923,"package_name":"opt-einsum","ecosystem":"pypi","requirements":"==3.2.1","direct":true,"kind":"runtime","optional":false},{"id":1904924,"package_name":"pandas","ecosystem":"pypi","requirements":"==1.0.5","direct":true,"kind":"runtime","optional":false},{"id":1904925,"package_name":"pandocfilters","ecosystem":"pypi","requirements":"==1.4.2","direct":true,"kind":"runtime","optional":false},{"id":1904926,"package_name":"parso","ecosystem":"pypi","requirements":"==0.7.0","direct":true,"kind":"runtime","optional":false},{"id":1904927,"package_name":"pexpect","ecosystem":"pypi","requirements":"==4.8.0","direct":true,"kind":"runtime","optional":false},{"id":1904928,"package_name":"pickleshare","ecosystem":"pypi","requirements":"==0.7.5","direct":true,"kind":"runtime","optional":false},{"id":1904929,"package_name":"Pillow","ecosystem":"pypi","requirements":"==7.1.2","direct":true,"kind":"runtime","optional":false},{"id":1904930,"package_name":"prometheus-client","ecosystem":"pypi","requirements":"==0.8.0","direct":true,"kind":"runtime","optional":false},{"id":1904931,"package_name":"prompt-toolkit","ecosystem":"pypi","requirements":"==3.0.5","direct":true,"kind":"runtime","optional":false},{"id":1904932,"package_name":"protobuf","ecosystem":"pypi","requirements":"==3.12.2","direct":true,"kind":"runtime","optional":false},{"id":1904933,"package_name":"ptyprocess","ecosystem":"pypi","requirements":"==0.6.0","direct":true,"kind":"runtime","optional":false},{"id":1904934,"package_name":"pybullet","ecosystem":"pypi","requirements":"==2.8.2","direct":true,"kind":"runtime","optional":false},{"id":1904935,"package_name":"pycparser","ecosystem":"pypi","requirements":"==2.20","direct":true,"kind":"runtime","optional":false},{"id":1904936,"package_name":"pyglet","ecosystem":"pypi","requirements":"==1.5.0","direct":true,"kind":"runtime","optional":false},{"id":1904937,"package_name":"Pygments","ecosystem":"pypi","requirements":"==2.6.1","direct":true,"kind":"runtime","optional":false},{"id":1904938,"package_name":"pyparsing","ecosystem":"pypi","requirements":"==2.4.7","direct":true,"kind":"runtime","optional":false},{"id":1904939,"package_name":"pyrsistent","ecosystem":"pypi","requirements":"==0.16.0","direct":true,"kind":"runtime","optional":false},{"id":1904940,"package_name":"python-dateutil","ecosystem":"pypi","requirements":"==2.8.1","direct":true,"kind":"runtime","optional":false},{"id":1904941,"package_name":"pytz","ecosystem":"pypi","requirements":"==2020.1","direct":true,"kind":"runtime","optional":false},{"id":1904942,"package_name":"pyzmq","ecosystem":"pypi","requirements":"==19.0.1","direct":true,"kind":"runtime","optional":false},{"id":1904943,"package_name":"qtconsole","ecosystem":"pypi","requirements":"==4.7.5","direct":true,"kind":"runtime","optional":false},{"id":1904944,"package_name":"QtPy","ecosystem":"pypi","requirements":"==1.9.0","direct":true,"kind":"runtime","optional":false},{"id":1904945,"package_name":"scipy","ecosystem":"pypi","requirements":"==1.5.0","direct":true,"kind":"runtime","optional":false},{"id":1904946,"package_name":"Send2Trash","ecosystem":"pypi","requirements":"==1.5.0","direct":true,"kind":"runtime","optional":false},{"id":1904947,"package_name":"six","ecosystem":"pypi","requirements":"==1.15.0","direct":true,"kind":"runtime","optional":false},{"id":1904948,"package_name":"tensorboard","ecosystem":"pypi","requirements":"==1.14.0","direct":true,"kind":"runtime","optional":false},{"id":1904949,"package_name":"tensorflow","ecosystem":"pypi","requirements":"==1.14.0","direct":true,"kind":"runtime","optional":false},{"id":1904950,"package_name":"tensorflow-estimator","ecosystem":"pypi","requirements":"==1.14.0","direct":true,"kind":"runtime","optional":false},{"id":1904951,"package_name":"tensorflow-gpu","ecosystem":"pypi","requirements":"==1.14.0","direct":true,"kind":"runtime","optional":false},{"id":1904952,"package_name":"tensorflow-tensorboard","ecosystem":"pypi","requirements":"==0.4.0","direct":true,"kind":"runtime","optional":false},{"id":1904953,"package_name":"termcolor","ecosystem":"pypi","requirements":"==1.1.0","direct":true,"kind":"runtime","optional":false},{"id":1904954,"package_name":"terminado","ecosystem":"pypi","requirements":"==0.8.3","direct":true,"kind":"runtime","optional":false},{"id":1904955,"package_name":"testpath","ecosystem":"pypi","requirements":"==0.4.4","direct":true,"kind":"runtime","optional":false},{"id":1904956,"package_name":"torch","ecosystem":"pypi","requirements":"==1.5.1","direct":true,"kind":"runtime","optional":false},{"id":1904957,"package_name":"torchvision","ecosystem":"pypi","requirements":"==0.6.1","direct":true,"kind":"runtime","optional":false},{"id":1904958,"package_name":"tornado","ecosystem":"pypi","requirements":"==6.0.4","direct":true,"kind":"runtime","optional":false},{"id":1904959,"package_name":"tqdm","ecosystem":"pypi","requirements":"==4.46.1","direct":true,"kind":"runtime","optional":false},{"id":1904960,"package_name":"traitlets","ecosystem":"pypi","requirements":"==4.3.3","direct":true,"kind":"runtime","optional":false},{"id":1904961,"package_name":"wcwidth","ecosystem":"pypi","requirements":"==0.2.5","direct":true,"kind":"runtime","optional":false},{"id":1904962,"package_name":"webencodings","ecosystem":"pypi","requirements":"==0.5.1","direct":true,"kind":"runtime","optional":false},{"id":1904963,"package_name":"Werkzeug","ecosystem":"pypi","requirements":"==1.0.1","direct":true,"kind":"runtime","optional":false},{"id":1904964,"package_name":"widgetsnbextension","ecosystem":"pypi","requirements":"==3.5.1","direct":true,"kind":"runtime","optional":false},{"id":1904965,"package_name":"wrapt","ecosystem":"pypi","requirements":"==1.12.1","direct":true,"kind":"runtime","optional":false},{"id":1904966,"package_name":"zipp","ecosystem":"pypi","requirements":"==3.1.0","direct":true,"kind":"runtime","optional":false},{"id":1904967,"package_name":"setuptools","ecosystem":"pypi","requirements":"==41.0.0","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-04T15:50:55.133Z","updated_at":"2025-10-07T08:10:57.082Z","avatar_url":"https://github.com/mazpie.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/23419","html_url":"https://science.ecosyste.ms/projects/23419","bibtex_url":"https://science.ecosyste.ms/projects/23419/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/23419/export.apalike"}