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GitHub / tencentmusic / cube-studio
cube studio开源云原生一站式机器学习/深度学习AI平台，支持sso登录，多租户/多项目组，大数据平台对接，notebook在线开发，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务VGPU，边缘计算，serverless，标注平台，自动化标注，数据集管理，大模型微调，vllm大模型推理，llmops，私有知识库，AI模型应用商店，支持模型一键开发/推理/微调，支持国产cpu/gpu/npu芯片，支持RDMA，支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/spark/ray/volcano分布式
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tencentmusic%2Fcube-studio
Stars: 2,345
Forks: 464
Open Issues: 26
License: other
Language: Jupyter Notebook
Repo Size: 133 MB
Dependencies:
5,847
Created: almost 3 years ago
Updated: about 2 months ago
Last pushed: 2 months ago
Last synced: 2 months ago
Commit Stats
Commits: 579
Authors: 36
Mean commits per author: 16.08
Development Distribution Score: 0.634
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/tencentmusic/cube-studio
Topics: ai, aihub, argo, automl, gpt, inference, kubeflow, kubernetes, llmops, mlops, notebook, pipeline, pytorch, spark, vgpu, workflow
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Dependencies
- python 3.9 build
- babel-plugin-import ^1.13.3 development
- @ant-design/compatible ^1.1.0
- @ant-design/icons ^4.7.0
- @babel/core ^7.16.0
- @emotion/react ^11.8.2
- @emotion/styled ^11.8.1
- @pmmmwh/react-refresh-webpack-plugin ^0.5.3
- @svgr/webpack ^5.5.0
- @testing-library/jest-dom ^5.16.1
- @testing-library/react ^12.1.2
- @testing-library/user-event ^13.5.0
- @tweenjs/tween.js ^18.6.4
- @types/d3 ^5.16.4
- @types/d3-graphviz ^2.6.1
- @types/d3-tip ^3.5.5
- @types/jest ^27.0.3
- @types/js-cookie ^3.0.1
- @types/node ^16.11.15
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- xgplayer ^2.28.0
- pytorch/pytorch 1.12.1-cuda11.3-cudnn8-runtime build
- ubuntu 18.04 build
- wenetorg/wenet-mini latest build
myapp/frontend/Dockerfile
docker
- nginx latest build
- @types/cookie ^0.4.0 development
- @types/react ^17.0.0 development
- @types/react-dom ^17.0.0 development
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- react ^17.0.0
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- react-monaco-editor ^0.44.0
- react-redux ^7.2.4
- react-router-dom ^5.2.0
- xgplayer ^2.28.0
- joblib *
- numpy *
- pandas *
- scikit-learn >=0.21.0,<0.22
- seldon-core *
- tornado >=6.0.3
- xgboost *
- alembic ==1.0.11
- amqp ==2.5.0
- apispec ==1.3.3
- asn1crypto ==0.24.0
- attrs ==19.1.0
- babel ==2.7.0
- billiard ==3.6.0.0
- bleach ==3.1.0
- celery ==4.3.0
- certifi ==2019.6.16
- cffi ==1.12.3
- chardet ==3.0.4
- click ==6.7
- colorama ==0.4.1
- contextlib2 ==0.5.5
- croniter ==0.3.30
- cryptography ==2.7
- decorator ==4.4.0
- defusedxml ==0.6.0
- flask ==1.1.1
- flask-appbuilder ==2.2.2
- flask-babel ==0.12.2
- flask-caching ==1.7.2
- flask-compress ==1.4.0
- flask-jwt-extended ==3.20.0
- flask-login ==0.4.1
- flask-migrate ==2.5.2
- flask-openid ==1.2.5
- flask-sqlalchemy ==2.4.0
- flask-talisman ==0.7.0
- flask-wtf ==0.14.2
- future ==0.17.1
- geographiclib ==1.49
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- gunicorn ==19.8.1
- humanize ==0.5.1
- idna ==2.8
- isodate ==0.6.0
- itsdangerous ==1.1.0
- jinja2 ==2.10.1
- jsonschema ==3.0.1
- kombu ==4.6.3
- mako ==1.0.14
- markdown ==3.1.1
- markupsafe ==1.1.1
- marshmallow ==2.19.5
- marshmallow-enum ==1.4.1
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- numpy ==1.17.0
- pandas ==0.24.2
- parsedatetime ==2.4
- pathlib2 ==2.3.4
- polyline ==1.4.0
- prison ==0.1.2
- py ==1.8.0
- pycparser ==2.19
- pyjwt ==1.7.1
- pyrsistent ==0.15.4
- python-dateutil ==2.8.0
- python-dotenv ==0.10.3
- python-editor ==1.0.4
- python-geohash ==0.8.5
- python3-openid ==3.1.0
- pytz ==2019.2
- pyyaml ==5.1.2
- retry ==0.9.2
- selenium ==3.141.0
- simplejson ==3.16.0
- six ==1.12.0
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- urllib3 ==1.25.3
- vine ==1.3.0
- webencodings ==0.5.1
- werkzeug ==0.15.5
- wtforms ==2.2.1
- wtforms-json ==0.3.3
- Babel ==2.5.3
- ccr.ccs.tencentyun.com/cube-studio/notebook jupyter-ubuntu22.04 build
- ccr.ccs.tencentyun.com/cube-studio/notebook jupyter-ubuntu22.04 build
- ccr.ccs.tencentyun.com/cube-studio/notebook jupyter-ubuntu22.04 build
- ccr.ccs.tencentyun.com/cube-studio/gpu ubuntu18.04-python3.6-cuda10.1-cuda10.0-cuda9.0-cudnn7.6-base build
images/nni/Dockerfile
docker
- nvidia/cuda 11.8.0-cudnn8-runtime-ubuntu20.04 build
- $FROM_IMAGES latest build
- $FROM_IMAGES latest build
- $FROM_IMAGES latest build
- $FROM_IMAGES latest build
- ${FROM_IMAGES} latest build
install/docker/Dockerfile
docker
- ccr.ccs.tencentyun.com/cube-studio/kubeflow-dashboard base-python3.9-amd64-20231001 build
- nginx latest build
- docker.io/istio/proxyv2 1.14.1 build
- bitnami/minio 2022.9.17
- redis 7.0.11
- ubuntu 18.04 build
install/upgrade/Dockerfile
docker
- python 3.6 build
- python 3.9 build
- ubuntu 20.04 build
- python 3.9 build
- ubuntu 20.04 build
- python 3.9 build
- python 3.9 build
- python 3.9 build
- pytorch/pytorch 1.12.1-cuda11.3-cudnn8-runtime build
- ubuntu 18.04 build
- ${BASE_IMAGE} latest build
- ${BASE_IMAGE} latest build
- python 3.9 build
- python 3.9 build
- ubuntu 18.04 build