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peihandou's Projects

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

project in EECS 592

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.

Neural model for converting Image-to-Markup (by Yuntian Deng github.com/da03)

HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

Deep Learning for humans

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]

SI 664 Project

public files for the robogames

:satellite: Simple and ready-to-use tutorials for TensorFlow

翻译自Miguel Grinberg的blog https://blog.miguelgrinberg.com 的2017年新版The Flask Mega-Tutorial教程

The Tornado :tornado: framework, designed and implemented for adaptive online learning and data stream mining in Python.