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dreampai's Projects

_rasa_chatbot icon _rasa_chatbot

A Chinese task oriented chatbot in IVR(Interactive Voice Response) domain, implement by rasa. This is a demo with toy dataset, more data should be added for performance.

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

book icon book

收集电子书籍,如有侵权,请联系我及时删除

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

easy-bert icon easy-bert

easy-bert是一个中文NLP工具,提供诸多bert变体调用和调参方法,极速上手;清晰的设计和代码注释,也很适合学习

llm-quickstart icon llm-quickstart

Quick Start for Large Language Models (Theoretical Learning and Practical Fine-tuning) 大语言模型快速入门(理论学习与微调实战)

luke icon luke

This is mavenised Luke: Lucene Toolbox Project

pyhanlp icon pyhanlp

自然语言处理工具包HanLP的Python接口

sentiment-analysis-of-fifa-wc-tweets icon sentiment-analysis-of-fifa-wc-tweets

A random collection of 5.3 lac tweets on the FIFA world cup 2018 starting from the Round of 16 till the World Cup Final were analyzed using the TextBlob library which has a pre-trained built in lexicon to classify them as either positive, negative or neutral. A pie chart was used to show the percentage of positive, negative or neutral tweets related to the world cup.

sentimentwordexpansion icon sentimentwordexpansion

Self complemented sentiment words expansion using seed sentiment words and so-pmi , this method is tested to be effective, 基于情感种子词与so-pmi算法的情感词扩展.

textclassification-keras icon textclassification-keras

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

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