微软开源项目推荐: NeuronBlocks - 像搭积木一样搭建自然语言理解深度学习网络

NeuronBlocks是微软开源的NLP深度学习工具包,旨在简化NLP任务中神经网络模型的训练和推理过程。它包含Block Zoo和Model Zoo两大部分,提供常见神经网络组件和预定义的NLP模型配置文件。用户可以通过简单的JSON配置文件进行模型构建和参数调整,降低学习和开发成本,同时支持跨平台运行和模型可视化。

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NeuronBlocks - NLP DNN Toolkit https://github.com/Microsoft/NeuronBlocks

Overview

NeuronBlocks is a NLP deep learning modeling toolkit that helps engineers to build end-to-end pipelines for neural network model training for NLP tasks. The main goal of this toolkit is to minimize developing cost for NLP deep neural network model building, including both training and inference stages. For more details, please check our paper: NeuronBlocks – Building Your NLP DNN Models Like Playing Lego at https://arxiv.org/abs/1904.09535.

NeuronBlocks consists of two major components: Block Zoo and Model Zoo.

  • In Block Zoo, we provide commonly used neural network components as building blocks for model architectu
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