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fix doc (#605)
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* fix doc

* update fix
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leckie-chn committed Jan 14, 2019
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* Support [Metis tuner](./HowToChooseTuner.md#MetisTuner) as a new NNI tuner. Metis algorithm has been proofed to be well performed for **online** hyper-parameter tuning.
* Support [ENAS customized tuner](https://github.com/countif/enas_nni), a tuner contributed by github community user, is an algorithm for neural network search, it could learn neural network architecture via reinforcement learning and serve a better performance than NAS.
* Support [Curve fitting assessor](./HowToChooseTuner.md#Curvefitting) for early stop policy using learning curve extrapolation.
* Advanced Support of [Weight Sharing](./AdvancedNAS.md): Enable weight sharing for NAS tuners, currently through NFS.


### Training Service Ehancement
* [FrameworkController Training service](./FrameworkControllerMode.md): Support run experiments using frameworkcontroller on kubernetes
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* Show the link for trial log file on WebUI.
* Support to show final result's all key-value pairs.

### Others
* [Weight Sharing](./AdvancedNAS.md): Enable weight sharing for NAS algorithms, currently through NFS.


# Release 0.4.1 - 12/14/2018
## Major Features
### New tuner supports
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