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Shubham Pachori's Projects

chatbot icon chatbot

基於向量匹配的情境式聊天機器人

chatbot-1 icon chatbot-1

🤖 Build your own chatbot base on IBM Watson

chatbot-2 icon chatbot-2

A Neural Conversation Model implemented in PyTorch.

chatbot-4 icon chatbot-4

A chatbot based on recurrent neural networks (RNN). Encoder-decoder long short-term memory (LSTM) model has been used. Built with Keras (TensorFlow backened).

chatbot-5 icon chatbot-5

In this project, we will build a chatbot using conversations from Cornell University's Movie Dialogue Corpus. The main features of our model are LSTM cells, a bidirectional dynamic RNN, and decoders with attention. The conversations will be cleaned rather extensively to help the model to produce better responses. As part of the cleaning process, punctuation will be removed, rare words will be replaced with "UNK" (our "unknown" token), longer sentences will not be used, and all letters will be in the lowercase. With a larger amount of data, it would be more practical to keep features, such as punctuation. However, I am using FloydHub's GPU services and I don't want to get carried away with too training for too long.

chatbot-rnn icon chatbot-rnn

A toy chatbot powered by deep learning and trained on data from Reddit

chatbot-startkit icon chatbot-startkit

This repository holds files for the simple chatbot wrote in TensorFlow 1.4, with attention mechanism and bucketing.

chatterbot icon chatterbot

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

cheapci icon cheapci

Simple CI framework in bash. Checks whether there have been any updates, runs tests and mails you on completion.

cheatsheets-ai icon cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

chemical_vae icon chemical_vae

Code for 10.1021/acscentsci.7b00572, now running on Keras 2.0 and Tensorflow

chexnet-keras icon chexnet-keras

This project is a tool to build CheXNet-like models, written in Keras.

chickadee icon chickadee

A developmental hybrid energy system dispatch optimization package aimed at providing flexibility and development speed while supporting integration with other tools.

chinese-poetry icon chinese-poetry

最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人,21050首词。

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