https://github.com/pialghosh2233/simple-bangla-chatbot-using-neural-network

A bangla chatbot using bidirectional lstm
https://github.com/pialghosh2233/simple-bangla-chatbot-using-neural-network

bangla-chatbot bangla-chatbot-using-deep-learning bangla-chatboy bangla-machine-translation bangla-nlp bidirectional-lstm chatbot chatbot-deep-learning lstm lstm-neural-network lstm-neural-networks machine-learning machine-learning-algorithms natural-language-processing neural-network neural-networks nlp nlp-machine-learning rnn simple-chat-bot

Last synced: 8 days ago
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A bangla chatbot using bidirectional lstm

• Host: GitHub
• URL: https://github.com/pialghosh2233/simple-bangla-chatbot-using-neural-network
• Owner: PialGhosh2233
• Created: 2023-12-24T14:51:21.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-05-15T05:43:46.000Z (8 months ago)
• Last Synced: 2024-11-13T07:29:39.919Z (2 months ago)
• Topics: bangla-chatbot, bangla-chatbot-using-deep-learning, bangla-chatboy, bangla-machine-translation, bangla-nlp, bidirectional-lstm, chatbot, chatbot-deep-learning, lstm, lstm-neural-network, lstm-neural-networks, machine-learning, machine-learning-algorithms, natural-language-processing, neural-network, neural-networks, nlp, nlp-machine-learning, rnn, simple-chat-bot
• Language: Jupyter Notebook
• Homepage:
• Size: 74.2 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        

This GitHub repository contains code for a Bangla healthcare chatbot. This project utilizes recurrent neural network (bidirectional LSTM) to understand user input in Bangla and provide appropriate responses related to healthcare queries. The dataset, which includes responses, patterns, and tags (classifications), will be used to train the chatbot.Then use bidirectional LSTM  to classify which category the user’s message belongs to, and then the chatbot will respond to the user randomly according to the category.