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analytics_vidhya

Codes related to activities on AV including articles, hackathons and discussions.

article

article by me

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基于朴素贝叶斯算法

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基于贝叶斯算法

chinese-sentiment-analysis

gensim-word2vec+svm文本情感分析

chinese-text-classification-pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

chinese_text_classification

cnblogs

为博客园读者专门新建的项目，以此练习使用github

cnn-text-classification

CNN文本分类tensorflow实现

codeshare

源码备份，分享；杂七杂八

community_projects

Ames Housing price Prediction, SAT_ACT statistical analysis,Reddit engagement using natural Language processing TF-IDF, Titanic survival predictions

datasets

Contains datasets of ml projects and Machine Learning Models for my blog

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

examples-of-web-crawlers

一些非常有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are friendly to beginners. )

hello-world

demo

https-github.com-ami66-chinesetextclassifier

tensorflow2.0五种机器学习算法对中文文本分类

kaggle-solutions

Sample notebooks for Kaggle competitions 🎉

machine-learning-course

:speech_balloon: Machine Learning Course with Python. Refer to the course page for step-by-step explanations.

machinelearninginaction_src

机器学习实战源码（经过个人修改）

ml-python

nlp_from_zero_to_one

主要是实现nlp常用网络以及结果比较，各模型的优劣势，如:FastText,TextCNN,TextRNN,TextRCNN,BiLSTM,Seq2seq,BERT,Transformer,ELMo以及Attention机制等等。

nypython

Python写的一些小工具---验证码识别，极验验证码破解，抓包工具嗅探器等

nyspider

各种爬虫

python-100-days

Python - 100天从新手到大师

python-basic

老齐（qiwsir）的Python基础教程Gitbook版

python-job

Python 面试相关知识点汇总 个人整理

sentiment-analysis

Sentiment Analysis with Word Embedding and Long Short Term Memory Approaches

short-texts-sentiment-analyse

中文情感分析模型，包含各种主流的情感词典、机器学习、深度学习、预训练模型方法

snownlp

Python library for processing Chinese text

test

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