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项目作者： shuwang127

项目描述 ：
Feed Forward Neural Network for Sentiment Classification and Language Modeling
高级语言： Python
项目地址: git://github.com/shuwang127/NLP-FFNN.git
创建时间： 2020-02-24T18:05:33Z
项目社区：https://github.com/shuwang127/NLP-FFNN
开源协议：
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Feed Forward Neural Network (FFNN)

for Sentiment Classification and Language Modeling

Build and train a feed forward neural network (FFNN) with 2 layers with hidden vector size 20.

Initalized weights: random weights.

Loss function: mean squared error.

Activation function: sigmoid.

Learning rate: 0.25-0.5.

Train/valid rate: 4:1.

Emoticon tokenizer: TweetTokenizer.

Minibatch: Yes.

Requirments_1647800830079.pdf