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SUBMARINE-861. Trim the size of pysubmarine
### What is this PR for? <!-- A few sentences describing the overall goals of the pull request's commits. First time? Check out the contributing guide - https://submarine.apache.org/contribution/contributions.html --> Trim the size of pysubmarine, in other words,we let the user install the package such as pytorch and Tensorflow by themself instead of pre-installation from pysubmarine ### What type of PR is it? Improvement ### Todos [ ] - Deal with Jupiter Lab ### What is the Jira issue? https://issues.apache.org/jira/browse/SUBMARINE-861 ### How should this be tested? <!-- * First time? Setup Travis CI as described on https://submarine.apache.org/contribution/contributions.html#continuous-integration * Strongly recommended: add automated unit tests for any new or changed behavior * Outline any manual steps to test the PR here. --> ### Screenshots (if appropriate) ### Questions: * Do the license files need updating? No * Are there breaking changes for older versions? No * Does this need new documentation? No Author: featherchen <[email protected]> Signed-off-by: byronhsu <[email protected]> Closes #619 from featherchen/SUBMARINE-861 and squashes the following commits: 70807f5 [featherchen] add package in IT environment 8245e4a [featherchen] add tf-latest 42d1009 [featherchen] SUBMARINE-861. Add extras_reqire 4ed0f42 [featherchen] SUBMARINE-861. Add extras and modifile Jupiter dockerfile eb07371 [featherchen] SUBMARINE-861. Delete installation of pytorch and Tensorflow
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