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ilearndeeplearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

informationretrievalcompetition

light

a deep learning framework based on numpy/cupy for the purpose of education.

lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

machine-learning-in-action

⚡️⚡️⚡️《机器学习实战》代码（基于Python3）🚀

naive_bayes

朴素贝叶斯算法实战

sentiment_analysis

基于LSTM的中文情绪识别

sentiment_analysis_api

情绪识别api http://114.116.230.62/index/

weibo-analyst

Social media (Weibo) comments analyzing toolbox in Chinese 微博评论分析工具, 实现功能: 1.微博评论数据爬取; 2.分词与关键词提取; 3.词云与词频统计; 4.情感分析; 5.主题聚类