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optim release for 2.0.0-alpha
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Signed-off-by: dylan-fan <289765648@qq.com>
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dylan-fan committed Jan 28, 2023
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* Introduce `Tensor` data structure to handle local and distributed matrix operation, with built-in heterogeneous acceleration support.
* Introduce `DataFrame`, a 2D tabular data structure for data io and simple feature engineering.
* Refactor `logger`, customizable logging for different use cases and flavors.
* Introduce new federation API suite: `context.<role>.get(name)/context.<role>.put(name=value)`.
* Introduce new federation engine `OSX`
* Introduce new High-Level federation API suite: `context.<role>.get(name)/context.<role>.put(name=value)`.


> Components
* Introduce `components` toolbox to wrap `ML` modules as standard executable programs.
* Implement ready-to-use components: reader, intersection, feature scale, lr and evaluation.
* Implement base demos components: reader, intersection, feature scale, lr and evaluation.
* `spec` and `loader` expose clear `API` for smooth internal extension and external system integration.
* Provide several cli tools to interact and execute components.

> ML
* Provide base demos for component development: reader、intersection、feature scale、lr and evaluation.


> FATE-Client
* Newly designed federated modeling job DAG, more standardized and scalable, more cross-platform friendly
* Support modeling federated tasks directly using local data storage after installation
* Support multiple execution backends, including standalone and Fate-Flow
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