tensorflow / tensorflow/java

What happened to the tensorflow.keras package?

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主要语言
Java
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描述

Please make sure that this is a feature request. As per our GitHub Policy, we only address code/doc bugs, performance issues, feature requests and build/installation issues on GitHub. tag:feature_template

System information

  • TensorFlow version (you are using):
  • Are you willing to contribute it (Yes/No):

TF 2.3.1
Yes, if able

Describe the feature and the current behavior/state.

There used to be a separate repo tensorflow-keras. That page said the worked got merged into this. Yet, I don't see a org.tensorflow.keras package and my ide complains when I try to access stuff from it. I want to be able to, at a minimum, load models from Keras. But yes, it would also be nice to create models on the Java side as well.

Will this change the current api? How?
I suppose so because I do not see a org.tensorflow.keras package currently.

Who will benefit with this feature?
Everyone who is already familiar with Keras. But also those newer to deep learning as well because Keras is higher level and easier to use than vanilla tensorflow.

Any Other info.
If there have been massive conversations and decisions made behind the scenes, I would hope that at least the README.md is updated to say the level of support, if any, for Keras and why that decision was made so that people aren't scratching their heads.

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调研方向

首先查看 tensorflow-keras 仓库的历史记录,以及围绕所请求的 org.tensorflow.keras 包的 Java API。检查 README.md 以了解当前的 Keras 支持程度,并确定目标是模型加载、Java 端模型创建,还是两者兼有;应将“done”定义为一项有文档记录的支持决策或完整的功能范围。

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评估

技术栈
java, tensorflow
领域
machine-learning
Issue 类型
功能
难度
5/5
预计耗时
一周以上
活跃度
停滞
描述清晰度
需要澄清
新手友好度
25/100

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