{"id":60688,"name":"master-projectv2","description":"Evaluates knowledge distillation from TabPFN into gradient-based decision trees for efficient, high-performance tabular learning.","url":"https://github.com/raiizen1/master-projectv2","last_synced_at":"2025-09-08T12:17:20.857Z","repository":{"id":307268874,"uuid":"997301785","full_name":"RaiiZen1/master-projectV2","owner":"RaiiZen1","description":"Evaluates knowledge distillation from TabPFN into gradient-based decision trees for efficient, high-performance tabular learning.","archived":false,"fork":false,"pushed_at":"2025-07-30T09:31:56.000Z","size":6644,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-07-30T11:46:13.113Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/RaiiZen1.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":"2025-06-06T09:46:16.000Z","updated_at":"2025-07-30T09:32:00.000Z","dependencies_parsed_at":"2025-07-30T11:46:24.524Z","dependency_job_id":"1938cfce-a11f-4000-929e-83e664ce096b","html_url":"https://github.com/RaiiZen1/master-projectV2","commit_stats":null,"previous_names":["raiizen1/master-projectv2"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/RaiiZen1/master-projectV2","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RaiiZen1%2Fmaster-projectV2","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RaiiZen1%2Fmaster-projectV2/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RaiiZen1%2Fmaster-projectV2/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RaiiZen1%2Fmaster-projectV2/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/RaiiZen1","download_url":"https://codeload.github.com/RaiiZen1/master-projectV2/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RaiiZen1%2Fmaster-projectV2/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274181984,"owners_count":25236599,"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":"RaiiZen1","name":null,"uuid":"116830141","kind":"user","description":null,"email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/116830141?v=4","repositories_count":2,"last_synced_at":"2023-12-03T23:22:22.592Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/RaiiZen1","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-12-03T23:22:22.628Z","updated_at":"2023-12-03T23:22:22.628Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/RaiiZen1","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/RaiiZen1/repositories"},"packages":[],"commits":{"message":"Repository syncing started."},"issues_stats":{"full_name":"raiizen1/master-projectv2","html_url":"https://github.com/raiizen1/master-projectv2","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":"2025-09-08T12:16:17.367Z","updated_at":"2025-09-08T12:16:17.367Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/raiizen1%2Fmaster-projectv2","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/raiizen1%2Fmaster-projectv2/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":"2025-09-08T00:00:17.013Z","repositories_count":10165784,"issues_count":31999265,"pull_requests_count":100269215,"authors_count":10729006,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{"PushEvent":2,"PublicEvent":1},"last_year":{"PushEvent":2,"PublicEvent":1}},"keywords":[],"dependencies":[{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2025-07-30T11:46:14.695Z","updated_at":"2025-07-30T11:46:14.695Z","repository_link":"https://github.com/RaiiZen1/master-projectV2/blob/main/requirements.txt","dependencies":[{"id":24414824944,"package_name":"absl-py","ecosystem":"pypi","requirements":"==2.1.0","direct":true,"kind":"runtime","optional":false},{"id":24414824945,"package_name":"alembic","ecosystem":"pypi","requirements":"==1.14.1","direct":true,"kind":"runtime","optional":false},{"id":24414824946,"package_name":"annotated-types","ecosystem":"pypi","requirements":"==0.7.0","direct":true,"kind":"runtime","optional":false},{"id":24414824947,"package_name":"anyio","ecosystem":"pypi","requirements":"==4.8.0","direct":true,"kind":"runtime","optional":false},{"id":24414824948,"package_name":"argon2-cffi","ecosystem":"pypi","requirements":"==23.1.0","direct":true,"kind":"runtime","optional":false},{"id":24414824949,"package_name":"argon2-cffi-bindings","ecosystem":"pypi","requirements":"==21.2.0","direct":true,"kind":"runtime","optional":false},{"id":24414824950,"package_name":"arrow","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":24414824951,"package_name":"astunparse","ecosystem":"pypi","requirements":"==1.6.3","direct":true,"kind":"runtime","optional":false},{"id":24414824952,"package_name":"async-lru","ecosystem":"pypi","requirements":"==2.0.4","direct":true,"kind":"runtime","optional":false},{"id":24414824953,"package_name":"attrs","ecosystem":"pypi","requirements":"==25.1.0","direct":true,"kind":"runtime","optional":false},{"id":24414824954,"package_name":"autopage","ecosystem":"pypi","requirements":"==0.5.2","direct":true,"kind":"runtime","optional":false},{"id":24414824955,"package_name":"babel","ecosystem":"pypi","requirements":"==2.17.0","direct":true,"kind":"runtime","optional":false},{"id":24414824956,"package_name":"beautifulsoup4","ecosystem":"pypi","requirements":"==4.13.3","direct":true,"kind":"runtime","optional":false},{"id":24414824958,"package_name":"black","ecosystem":"pypi","requirements":"==25.1.0","direct":true,"kind":"runtime","optional":false},{"id":24414824959,"package_name":"bleach","ecosystem":"pypi","requirements":"==6.2.0","direct":true,"kind":"runtime","optional":false},{"id":24414824960,"package_name":"bottle","ecosystem":"pypi","requirements":"==0.13.2","direct":true,"kind":"runtime","optional":false},{"id":24414824965,"package_name":"catboost","ecosystem":"pypi","requirements":"==1.2.7","direct":true,"kind":"runtime","optional":false},{"id":24414824966,"package_name":"category-encoders","ecosystem":"pypi","requirements":"==2.6.1","direct":true,"kind":"runtime","optional":false},{"id":24414824967,"package_name":"cffi","ecosystem":"pypi","requirements":"==1.17.1","direct":true,"kind":"runtime","optional":false},{"id":24414824968,"package_name":"charset-normalizer","ecosystem":"pypi","requirements":"==3.4.1","direct":true,"kind":"runtime","optional":false},{"id":24414824969,"package_name":"click","ecosystem":"pypi","requirements":"==8.1.8","direct":true,"kind":"runtime","optional":false},{"id":24414824970,"package_name":"cliff","ecosystem":"pypi","requirements":"==4.8.0","direct":true,"kind":"runtime","optional":false},{"id":24414824971,"package_name":"cmaes","ecosystem":"pypi","requirements":"==0.11.1","direct":true,"kind":"runtime","optional":false},{"id":24414824972,"package_name":"cmd2","ecosystem":"pypi","requirements":"==2.5.11","direct":true,"kind":"runtime","optional":false},{"id":24414824973,"package_name":"colorlog","ecosystem":"pypi","requirements":"==6.9.0","direct":true,"kind":"runtime","optional":false},{"id":24414824974,"package_name":"contourpy","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":24414824975,"package_name":"cycler","ecosystem":"pypi","requirements":"==0.12.1","direct":true,"kind":"runtime","optional":false},{"id":24414824976,"package_name":"defusedxml","ecosystem":"pypi","requirements":"==0.7.1","direct":true,"kind":"runtime","optional":false},{"id":24414824977,"package_name":"docker-pycreds","ecosystem":"pypi","requirements":"==0.4.0","direct":true,"kind":"runtime","optional":false},{"id":24414824978,"package_name":"einops","ecosystem":"pypi","requirements":"==0.8.1","direct":true,"kind":"runtime","optional":false},{"id":24414824979,"package_name":"eval_type_backport","ecosystem":"pypi","requirements":"==0.2.2","direct":true,"kind":"runtime","optional":false},{"id":24414824980,"package_name":"fastjsonschema","ecosystem":"pypi","requirements":"==2.21.1","direct":true,"kind":"runtime","optional":false},{"id":24414824981,"package_name":"filelock","ecosystem":"pypi","requirements":"==3.17.0","direct":true,"kind":"runtime","optional":false},{"id":24414824982,"package_name":"flatbuffers","ecosystem":"pypi","requirements":"==25.2.10","direct":true,"kind":"runtime","optional":false},{"id":24414824983,"package_name":"focal-loss","ecosystem":"pypi","requirements":"==0.0.7","direct":true,"kind":"runtime","optional":false},{"id":24414825157,"package_name":"fonttools","ecosystem":"pypi","requirements":"==4.57.0","direct":true,"kind":"runtime","optional":false},{"id":24414825158,"package_name":"fqdn","ecosystem":"pypi","requirements":"==1.5.1","direct":true,"kind":"runtime","optional":false},{"id":24414825159,"package_name":"fsspec","ecosystem":"pypi","requirements":"==2025.2.0","direct":true,"kind":"runtime","optional":false},{"id":24414825160,"package_name":"gast","ecosystem":"pypi","requirements":"==0.6.0","direct":true,"kind":"runtime","optional":false},{"id":24414825161,"package_name":"gitdb","ecosystem":"pypi","requirements":"==4.0.12","direct":true,"kind":"runtime","optional":false},{"id":24414825162,"package_name":"GitPython","ecosystem":"pypi","requirements":"==3.1.44","direct":true,"kind":"runtime","optional":false},{"id":24414825163,"package_name":"google-pasta","ecosystem":"pypi","requirements":"==0.2.0","direct":true,"kind":"runtime","optional":false},{"id":24414825164,"package_name":"GRANDE","ecosystem":"pypi","requirements":"==0.1.6","direct":true,"kind":"runtime","optional":false},{"id":24414825166,"package_name":"graphviz","ecosystem":"pypi","requirements":"==0.20.3","direct":true,"kind":"runtime","optional":false},{"id":24414825167,"package_name":"greenlet","ecosystem":"pypi","requirements":"==3.1.1","direct":true,"kind":"runtime","optional":false},{"id":24414825168,"package_name":"grpcio","ecosystem":"pypi","requirements":"==1.70.0","direct":true,"kind":"runtime","optional":false},{"id":24414825169,"package_name":"h11","ecosystem":"pypi","requirements":"==0.14.0","direct":true,"kind":"runtime","optional":false},{"id":24414825170,"package_name":"h5py","ecosystem":"pypi","requirements":"==3.12.1","direct":true,"kind":"runtime","optional":false},{"id":24414825171,"package_name":"httpcore","ecosystem":"pypi","requirements":"==1.0.7","direct":true,"kind":"runtime","optional":false},{"id":24414825172,"package_name":"httpx","ecosystem":"pypi","requirements":"==0.28.1","direct":true,"kind":"runtime","optional":false},{"id":24414825173,"package_name":"huggingface-hub","ecosystem":"pypi","requirements":"==0.29.1","direct":true,"kind":"runtime","optional":false},{"id":24414825174,"package_name":"idna","ecosystem":"pypi","requirements":"==3.10","direct":true,"kind":"runtime","optional":false},{"id":24414825175,"package_name":"importlib-metadata","ecosystem":"pypi","requirements":"==4.13.0","direct":true,"kind":"runtime","optional":false},{"id":24414825176,"package_name":"importlib_resources","ecosystem":"pypi","requirements":"==6.5.2","direct":true,"kind":"runtime","optional":false},{"id":24414825177,"package_name":"isoduration","ecosystem":"pypi","requirements":"==20.11.0","direct":true,"kind":"runtime","optional":false},{"id":24414825178,"package_name":"Jinja2","ecosystem":"pypi","requirements":"==3.1.6","direct":true,"kind":"runtime","optional":false},{"id":24414825179,"package_name":"joblib","ecosystem":"pypi","requirements":"==1.4.2","direct":true,"kind":"runtime","optional":false},{"id":24414825180,"package_name":"json5","ecosystem":"pypi","requirements":"==0.10.0","direct":true,"kind":"runtime","optional":false},{"id":24414825181,"package_name":"jsonpointer","ecosystem":"pypi","requirements":"==3.0.0","direct":true,"kind":"runtime","optional":false},{"id":24414825182,"package_name":"jsonschema","ecosystem":"pypi","requirements":"==4.23.0","direct":true,"kind":"runtime","optional":false},{"id":24414825183,"package_name":"jsonschema-specifications","ecosystem":"pypi","requirements":"==2024.10.1","direct":true,"kind":"runtime","optional":false},{"id":24414825184,"package_name":"jupyter-events","ecosystem":"pypi","requirements":"==0.12.0","direct":true,"kind":"runtime","optional":false},{"id":24414825185,"package_name":"jupyter-lsp","ecosystem":"pypi","requirements":"==2.2.5","direct":true,"kind":"runtime","optional":false},{"id":24414825186,"package_name":"jupyter_server","ecosystem":"pypi","requirements":"==2.15.0","direct":true,"kind":"runtime","optional":false},{"id":24414825187,"package_name":"jupyter_server_terminals","ecosystem":"pypi","requirements":"==0.5.3","direct":true,"kind":"runtime","optional":false},{"id":24414825188,"package_name":"jupyterlab","ecosystem":"pypi","requirements":"==4.3.5","direct":true,"kind":"runtime","optional":false},{"id":24414825189,"package_name":"jupyterlab_pygments","ecosystem":"pypi","requirements":"==0.3.0","direct":true,"kind":"runtime","optional":false},{"id":24414825190,"package_name":"jupyterlab_server","ecosystem":"pypi","requirements":"==2.27.3","direct":true,"kind":"runtime","optional":false},{"id":24414825191,"package_name":"keras","ecosystem":"pypi","requirements":"==3.8.0","direct":true,"kind":"runtime","optional":false},{"id":24414825192,"package_name":"kiwisolver","ecosystem":"pypi","requirements":"==1.4.7","direct":true,"kind":"runtime","optional":false},{"id":24414825193,"package_name":"liac-arff","ecosystem":"pypi","requirements":"==2.5.0","direct":true,"kind":"runtime","optional":false},{"id":24414825194,"package_name":"libclang","ecosystem":"pypi","requirements":"==18.1.1","direct":true,"kind":"runtime","optional":false},{"id":24414825195,"package_name":"Mako","ecosystem":"pypi","requirements":"==1.3.9","direct":true,"kind":"runtime","optional":false},{"id":24414825196,"package_name":"Markdown","ecosystem":"pypi","requirements":"==3.7","direct":true,"kind":"runtime","optional":false},{"id":24414825197,"package_name":"markdown-it-py","ecosystem":"pypi","requirements":"==3.0.0","direct":true,"kind":"runtime","optional":false},{"id":24414825198,"package_name":"MarkupSafe","ecosystem":"pypi","requirements":"==3.0.2","direct":true,"kind":"runtime","optional":false},{"id":24414825199,"package_name":"matplotlib","ecosystem":"pypi","requirements":"==3.9.4","direct":true,"kind":"runtime","optional":false},{"id":24414825200,"package_name":"mdurl","ecosystem":"pypi","requirements":"==0.1.2","direct":true,"kind":"runtime","optional":false},{"id":24414825201,"package_name":"minio","ecosystem":"pypi","requirements":"==7.2.15","direct":true,"kind":"runtime","optional":false},{"id":24414825202,"package_name":"mistune","ecosystem":"pypi","requirements":"==3.1.1","direct":true,"kind":"runtime","optional":false},{"id":24414825203,"package_name":"ml-dtypes","ecosystem":"pypi","requirements":"==0.3.2","direct":true,"kind":"runtime","optional":false},{"id":24414825204,"package_name":"mpmath","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":24414825205,"package_name":"mypy-extensions","ecosystem":"pypi","requirements":"==1.0.0","direct":true,"kind":"runtime","optional":false},{"id":24414825206,"package_name":"namex","ecosystem":"pypi","requirements":"==0.0.8","direct":true,"kind":"runtime","optional":false},{"id":24414825207,"package_name":"narwhals","ecosystem":"pypi","requirements":"==1.32.0","direct":true,"kind":"runtime","optional":false},{"id":24414825208,"package_name":"nbclient","ecosystem":"pypi","requirements":"==0.10.2","direct":true,"kind":"runtime","optional":false},{"id":24414825209,"package_name":"nbconvert","ecosystem":"pypi","requirements":"==7.16.6","direct":true,"kind":"runtime","optional":false},{"id":24414825210,"package_name":"nbformat","ecosystem":"pypi","requirements":"==5.10.4","direct":true,"kind":"runtime","optional":false},{"id":24414825211,"package_name":"networkx","ecosystem":"pypi","requirements":"==3.2.1","direct":true,"kind":"runtime","optional":false},{"id":24414825212,"package_name":"notebook_shim","ecosystem":"pypi","requirements":"==0.2.4","direct":true,"kind":"runtime","optional":false},{"id":24414825213,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.24.4","direct":true,"kind":"runtime","optional":false},{"id":24414825214,"package_name":"nvidia-cublas-cu12","ecosystem":"pypi","requirements":"==12.3.4.1","direct":true,"kind":"runtime","optional":false},{"id":24414825215,"package_name":"nvidia-cuda-cupti-cu12","ecosystem":"pypi","requirements":"==12.4.127","direct":true,"kind":"runtime","optional":false},{"id":24414825216,"package_name":"nvidia-cuda-nvcc-cu12","ecosystem":"pypi","requirements":"==12.3.107","direct":true,"kind":"runtime","optional":false},{"id":24414825217,"package_name":"nvidia-cuda-nvrtc-cu12","ecosystem":"pypi","requirements":"==12.4.127","direct":true,"kind":"runtime","optional":false},{"id":24414825218,"package_name":"nvidia-cuda-runtime-cu12","ecosystem":"pypi","requirements":"==12.4.127","direct":true,"kind":"runtime","optional":false},{"id":24414825219,"package_name":"nvidia-cudnn-cu12","ecosystem":"pypi","requirements":"==8.9.7.29","direct":true,"kind":"runtime","optional":false},{"id":24414825220,"package_name":"nvidia-cufft-cu12","ecosystem":"pypi","requirements":"==11.2.1.3","direct":true,"kind":"runtime","optional":false},{"id":24414825221,"package_name":"nvidia-curand-cu12","ecosystem":"pypi","requirements":"==10.3.5.147","direct":true,"kind":"runtime","optional":false},{"id":24414825222,"package_name":"nvidia-cusolver-cu12","ecosystem":"pypi","requirements":"==11.6.1.9","direct":true,"kind":"runtime","optional":false},{"id":24414825223,"package_name":"nvidia-cusparse-cu12","ecosystem":"pypi","requirements":"==12.2.0.103","direct":true,"kind":"runtime","optional":false},{"id":24414825224,"package_name":"nvidia-cusparselt-cu12","ecosystem":"pypi","requirements":"==0.6.2","direct":true,"kind":"runtime","optional":false},{"id":24414825225,"package_name":"nvidia-nccl-cu12","ecosystem":"pypi","requirements":"==2.19.3","direct":true,"kind":"runtime","optional":false},{"id":24414825226,"package_name":"nvidia-nvjitlink-cu12","ecosystem":"pypi","requirements":"==12.4.127","direct":true,"kind":"runtime","optional":false},{"id":24414825227,"package_name":"nvidia-nvtx-cu12","ecosystem":"pypi","requirements":"==12.4.127","direct":true,"kind":"runtime","optional":false},{"id":24414825228,"package_name":"openml","ecosystem":"pypi","requirements":"==0.15.1","direct":true,"kind":"runtime","optional":false},{"id":24414825854,"package_name":"opt_einsum","ecosystem":"pypi","requirements":"==3.4.0","direct":true,"kind":"runtime","optional":false},{"id":24414825855,"package_name":"optree","ecosystem":"pypi","requirements":"==0.14.0","direct":true,"kind":"runtime","optional":false},{"id":24414825856,"package_name":"optuna","ecosystem":"pypi","requirements":"==4.2.0","direct":true,"kind":"runtime","optional":false},{"id":24414825857,"package_name":"optuna-dashboard","ecosystem":"pypi","requirements":"==0.17.0","direct":true,"kind":"runtime","optional":false},{"id":24414826160,"package_name":"optuna-integration","ecosystem":"pypi","requirements":"==4.2.1","direct":true,"kind":"runtime","optional":false},{"id":24414826175,"package_name":"overrides","ecosystem":"pypi","requirements":"==7.7.0","direct":true,"kind":"runtime","optional":false},{"id":24414826176,"package_name":"packaging","ecosystem":"pypi","requirements":"==24.2","direct":true,"kind":"runtime","optional":false},{"id":24414826177,"package_name":"pandas","ecosystem":"pypi","requirements":"==2.2.3","direct":true,"kind":"runtime","optional":false},{"id":24414826178,"package_name":"pandocfilters","ecosystem":"pypi","requirements":"==1.5.1","direct":true,"kind":"runtime","optional":false},{"id":24414826179,"package_name":"pathspec","ecosystem":"pypi","requirements":"==0.12.1","direct":true,"kind":"runtime","optional":false},{"id":24414826180,"package_name":"patsy","ecosystem":"pypi","requirements":"==1.0.1","direct":true,"kind":"runtime","optional":false},{"id":24414826181,"package_name":"pbr","ecosystem":"pypi","requirements":"==6.1.1","direct":true,"kind":"runtime","optional":false},{"id":24414826182,"package_name":"pillow","ecosystem":"pypi","requirements":"==11.2.1","direct":true,"kind":"runtime","optional":false},{"id":24414826183,"package_name":"plotly","ecosystem":"pypi","requirements":"==6.0.1","direct":true,"kind":"runtime","optional":false},{"id":24414826184,"package_name":"prettytable","ecosystem":"pypi","requirements":"==3.14.0","direct":true,"kind":"runtime","optional":false},{"id":24414826185,"package_name":"prometheus_client","ecosystem":"pypi","requirements":"==0.21.1","direct":true,"kind":"runtime","optional":false},{"id":24414826186,"package_name":"protobuf","ecosystem":"pypi","requirements":"==4.25.6","direct":true,"kind":"runtime","optional":false},{"id":24414826187,"package_name":"psycopg2-binary","ecosystem":"pypi","requirements":"==2.9.10","direct":true,"kind":"runtime","optional":false},{"id":24414826188,"package_name":"pyarrow","ecosystem":"pypi","requirements":"==19.0.0","direct":true,"kind":"runtime","optional":false},{"id":24414826189,"package_name":"pycparser","ecosystem":"pypi","requirements":"==2.22","direct":true,"kind":"runtime","optional":false},{"id":24414826190,"package_name":"pycryptodome","ecosystem":"pypi","requirements":"==3.21.0","direct":true,"kind":"runtime","optional":false},{"id":24414826191,"package_name":"pydantic","ecosystem":"pypi","requirements":"==2.10.6","direct":true,"kind":"runtime","optional":false},{"id":24414826192,"package_name":"pydantic_core","ecosystem":"pypi","requirements":"==2.27.2","direct":true,"kind":"runtime","optional":false},{"id":24414826193,"package_name":"pyparsing","ecosystem":"pypi","requirements":"==3.2.3","direct":true,"kind":"runtime","optional":false},{"id":24414826194,"package_name":"pyperclip","ecosystem":"pypi","requirements":"==1.9.0","direct":true,"kind":"runtime","optional":false},{"id":24414826195,"package_name":"python-json-logger","ecosystem":"pypi","requirements":"==3.2.1","direct":true,"kind":"runtime","optional":false},{"id":24414826196,"package_name":"pytorch-tabnet","ecosystem":"pypi","requirements":"==4.1.0","direct":true,"kind":"runtime","optional":false},{"id":24414826206,"package_name":"pytz","ecosystem":"pypi","requirements":"==2025.1","direct":true,"kind":"runtime","optional":false},{"id":24414826207,"package_name":"PyYAML","ecosystem":"pypi","requirements":"==6.0.2","direct":true,"kind":"runtime","optional":false},{"id":24414826208,"package_name":"referencing","ecosystem":"pypi","requirements":"==0.36.2","direct":true,"kind":"runtime","optional":false},{"id":24414826209,"package_name":"requests","ecosystem":"pypi","requirements":"==2.32.3","direct":true,"kind":"runtime","optional":false},{"id":24414826210,"package_name":"rfc3339-validator","ecosystem":"pypi","requirements":"==0.1.4","direct":true,"kind":"runtime","optional":false},{"id":24414826211,"package_name":"rfc3986-validator","ecosystem":"pypi","requirements":"==0.1.1","direct":true,"kind":"runtime","optional":false},{"id":24414826212,"package_name":"rich","ecosystem":"pypi","requirements":"==13.9.4","direct":true,"kind":"runtime","optional":false},{"id":24414826213,"package_name":"rpds-py","ecosystem":"pypi","requirements":"==0.22.3","direct":true,"kind":"runtime","optional":false},{"id":24414826214,"package_name":"rtdl_num_embeddings","ecosystem":"pypi","requirements":"==0.0.11","direct":true,"kind":"runtime","optional":false},{"id":24414826577,"package_name":"rtdl_revisiting_models","ecosystem":"pypi","requirements":"==0.0.2","direct":true,"kind":"runtime","optional":false},{"id":24414826578,"package_name":"SciencePlots","ecosystem":"pypi","requirements":"==2.1.1","direct":true,"kind":"runtime","optional":false},{"id":24414827059,"package_name":"scipy","ecosystem":"pypi","requirements":"==1.8.1","direct":true,"kind":"runtime","optional":false},{"id":24414827060,"package_name":"seaborn","ecosystem":"pypi","requirements":"==0.13.2","direct":true,"kind":"runtime","optional":false},{"id":24414827061,"package_name":"Send2Trash","ecosystem":"pypi","requirements":"==1.8.3","direct":true,"kind":"runtime","optional":false},{"id":24414827062,"package_name":"sentry-sdk","ecosystem":"pypi","requirements":"==2.20.0","direct":true,"kind":"runtime","optional":false},{"id":24414827063,"package_name":"setproctitle","ecosystem":"pypi","requirements":"==1.3.4","direct":true,"kind":"runtime","optional":false},{"id":24414827064,"package_name":"smmap","ecosystem":"pypi","requirements":"==5.0.2","direct":true,"kind":"runtime","optional":false},{"id":24414827065,"package_name":"sniffio","ecosystem":"pypi","requirements":"==1.3.1","direct":true,"kind":"runtime","optional":false},{"id":24414827066,"package_name":"soupsieve","ecosystem":"pypi","requirements":"==2.6","direct":true,"kind":"runtime","optional":false},{"id":24414827067,"package_name":"SQLAlchemy","ecosystem":"pypi","requirements":"==2.0.38","direct":true,"kind":"runtime","optional":false},{"id":24414827068,"package_name":"statsmodels","ecosystem":"pypi","requirements":"==0.14.4","direct":true,"kind":"runtime","optional":false},{"id":24414827069,"package_name":"stevedore","ecosystem":"pypi","requirements":"==5.4.0","direct":true,"kind":"runtime","optional":false},{"id":24414827070,"package_name":"sympy","ecosystem":"pypi","requirements":"==1.13.1","direct":true,"kind":"runtime","optional":false},{"id":24414827071,"package_name":"tabpfn","ecosystem":"pypi","requirements":"==2.0.6","direct":true,"kind":"runtime","optional":false},{"id":24414827085,"package_name":"tensorboard","ecosystem":"pypi","requirements":"==2.16.2","direct":true,"kind":"runtime","optional":false},{"id":24414827086,"package_name":"tensorboard-data-server","ecosystem":"pypi","requirements":"==0.7.2","direct":true,"kind":"runtime","optional":false},{"id":24414827087,"package_name":"tensorflow","ecosystem":"pypi","requirements":"==2.16.1","direct":true,"kind":"runtime","optional":false},{"id":24414827088,"package_name":"tensorflow-io-gcs-filesystem","ecosystem":"pypi","requirements":"==0.37.1","direct":true,"kind":"runtime","optional":false},{"id":24414827089,"package_name":"termcolor","ecosystem":"pypi","requirements":"==2.5.0","direct":true,"kind":"runtime","optional":false},{"id":24414827090,"package_name":"terminado","ecosystem":"pypi","requirements":"==0.18.1","direct":true,"kind":"runtime","optional":false},{"id":24414827091,"package_name":"threadpoolctl","ecosystem":"pypi","requirements":"==3.5.0","direct":true,"kind":"runtime","optional":false},{"id":24414827092,"package_name":"tinycss2","ecosystem":"pypi","requirements":"==1.4.0","direct":true,"kind":"runtime","optional":false},{"id":24414827093,"package_name":"tomli","ecosystem":"pypi","requirements":"==2.2.1","direct":true,"kind":"runtime","optional":false},{"id":24414827094,"package_name":"torch","ecosystem":"pypi","requirements":"==2.5.1","direct":true,"kind":"runtime","optional":false},{"id":24414827095,"package_name":"torchaudio","ecosystem":"pypi","requirements":"==2.5.1","direct":true,"kind":"runtime","optional":false},{"id":24414827096,"package_name":"torchvision","ecosystem":"pypi","requirements":"==0.20.1","direct":true,"kind":"runtime","optional":false},{"id":24414827097,"package_name":"tqdm","ecosystem":"pypi","requirements":"==4.67.1","direct":true,"kind":"runtime","optional":false},{"id":24414827098,"package_name":"triton","ecosystem":"pypi","requirements":"==3.1.0","direct":true,"kind":"runtime","optional":false},{"id":24414827099,"package_name":"types-python-dateutil","ecosystem":"pypi","requirements":"==2.9.0.20241206","direct":true,"kind":"runtime","optional":false},{"id":24414827100,"package_name":"typing_extensions","ecosystem":"pypi","requirements":"==4.13.2","direct":true,"kind":"runtime","optional":false},{"id":24414827101,"package_name":"tzdata","ecosystem":"pypi","requirements":"==2025.1","direct":true,"kind":"runtime","optional":false},{"id":24414827102,"package_name":"uri-template","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":24414827103,"package_name":"urllib3","ecosystem":"pypi","requirements":"==2.3.0","direct":true,"kind":"runtime","optional":false},{"id":24414827104,"package_name":"wandb","ecosystem":"pypi","requirements":"==0.19.6","direct":true,"kind":"runtime","optional":false},{"id":24414827105,"package_name":"webcolors","ecosystem":"pypi","requirements":"==24.11.1","direct":true,"kind":"runtime","optional":false},{"id":24414827106,"package_name":"webencodings","ecosystem":"pypi","requirements":"==0.5.1","direct":true,"kind":"runtime","optional":false},{"id":24414827107,"package_name":"websocket-client","ecosystem":"pypi","requirements":"==1.8.0","direct":true,"kind":"runtime","optional":false},{"id":24414827108,"package_name":"Werkzeug","ecosystem":"pypi","requirements":"==3.1.3","direct":true,"kind":"runtime","optional":false},{"id":24414827109,"package_name":"wrapt","ecosystem":"pypi","requirements":"==1.17.2","direct":true,"kind":"runtime","optional":false},{"id":24414827110,"package_name":"xmltodict","ecosystem":"pypi","requirements":"==0.14.2","direct":true,"kind":"runtime","optional":false},{"id":24414827111,"package_name":"zipp","ecosystem":"pypi","requirements":"==3.21.0","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-04T15:51:37.545Z","updated_at":"2025-10-07T08:23:49.240Z","avatar_url":"https://github.com/RaiiZen1.png","language":"Jupyter Notebook","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/60688","html_url":"https://science.ecosyste.ms/projects/60688","bibtex_url":"https://science.ecosyste.ms/projects/60688/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/60688/export.apalike"}