data

ChatBot

https://t.me/lihkg_9up_bot

9up chatbot

https://t.me/lihkg_9up_bot

9up bot ?

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Machine Learning data

seq2seq (sequence to sequence)

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Tensor Flow

implement seq2seq framework

seq2seq (sequence to sequence)

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seq2seq?

seq2seq?Google Translate

Google Inbox Auto Reply Google Allo

data ?

( )

Data 1: 19 10

()

(Input) (Output)

(Input) (Output)

Data 1: 19 10

100,000

Again data ?

( )

Data 2:

64,751 post

10 reply post

18,290

Data 2:

18,290 post 1,700,000

program postdata

:

1. Quote Replyreply

2. Quote Replypost title+

3. postTitle

training data

metal? metal

metal

metal

Quote Reply

Quote Reply, post title+

9up bot API ? For developers

Model Parameters SummaryCustom configurations

seq2seq model with attention

5 layers encoder and decoder

vocabulary size: 63000

state vector size: 256

learning rate: 0.5

learning decay factor: 0.99

batch size: 64

bucket sizes (encoder length, decoder length)

10, 10

20, 30

40, 30

60, 30