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Add Chinese usage in Tutorial.md #27

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woailaosang committed Apr 30, 2019
commit 5057351fdf0fdb74eba5365c3b0162cb1989a7bc
@@ -1,4 +1,7 @@
# ***NeuronBlocks*** - Building Your NLP DNN Models Like Playing Lego

[简体中文](README_zh_CN.md)

* [Overview](#Overview)
* [Who should consider using NeuronBlocks](#Who-should-consider-using-NeuronBlocks)
* [Get Started](#Get-Started)
@@ -1,5 +1,7 @@
# ***NeuronBlocks*** - 像搭积木一样构建自然语言理解深度学习模型

[English](README.md)

* [概览](#概览)
* [适用人群](#适用人群)
* [快速入门](#快速入门)
@@ -16,15 +18,15 @@ NeuronBlocks是基于PyTorch的NLP深度学习建模工具包,可以帮助工
该工具包的主要目标是将NLP中深度神经网络模型构建的开发成本降到最低,包括训练阶段和推断阶段。
更多细节,请查看论文[NeuronBlocks -- Building Your NLP DNN Models Like Playing Lego](https://arxiv.org/abs/1904.09535).

NeuronBlocks包括Block Zoo和Model Zoo两个重要组件,其整体框架如下图所示。
NeuronBlocks包括 ***Block Zoo******Model Zoo*** 两个重要组件,其整体框架如下图所示。
-***Block Zoo*** 中, 我们提供了常用的神经网络组件作为模型架构设计的构建模块。
-***Model Zoo*** 中, 我们提供了 **JSON配置文件** 形式的一系列经典NLP深度学习模型。

<img src="https://i.imgur.com/LMD0PFQ.png" width="300">

### 使用方法

用户可以选择Model Zoo中的示例模型(JSON配置文件)开启模型训练,或者利用Block Zoo中的神经网络模块构建新的模型,就像玩乐高积木一样。
用户可以选择 *Model Zoo* 中的示例模型(JSON配置文件)开启模型训练,或者利用 *Block Zoo* 中的神经网络模块构建新的模型,就像玩乐高积木一样。

<img src="https://i.imgur.com/q0p6Wvz.png" width="300">

@@ -38,7 +40,7 @@ NeuronBlocks包括Block Zoo和Model Zoo两个重要组件,其整体框架如
- 更多……

# 适用人群
在用神经网络模型解决NLP任务时面临以下挑战的工程师和研究者们
使用用神经网络模型解决NLP任务时面临以下挑战的工程师和研究者们
+ 很多框架可以选择,且框架学习成本高;
+ 繁重的编程工作,大量细节使其难以调试;
+ 快速迭代的模型架构,使工程师们很难完全理解其背后的数学原理;
@@ -51,7 +53,7 @@ NeuronBlocks包括Block Zoo和Model Zoo两个重要组件,其整体框架如
- ***代码重用***:可以在各任务与模型间共享神经网络模块,减少重复的编程工作;;
- ***平台灵活性***:NeuronBlocks可以在Linux和Windows机器上运行,支持CPU和GPU,也支持像Philly和PAI这样的GPU管理平台;;
- ***模型可视化***:NeuronBlocks提供了一个模型可视化工具,用于观察模型结构及检查JSON配置的正确性;;
- ***可扩展性***NeuronBlocks鼓励用户贡献新的神经网络模块或着新的模型
- ***可扩展性***NeuronBlocks鼓励用户贡献新的神经网络模块或者新的模型

# 快速入门
## 安装
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