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Eric's Projects

gt-nlp-class icon gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

homemade-machine-learning icon homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

ivideo icon ivideo

一个可以观看国内主流视频平台所有视频的客户端（Mac、Windows、Linux） A client that can watch video of domestic(China) mainstream video platform

javaguide icon javaguide

【Java学习+面试指南】 一份涵盖大部分Java程序员所需要掌握的核心知识。

kbqa-bert icon kbqa-bert

基于知识图谱的问答系统，BERT做命名实体识别和句子相似度，分为online和outline模式

leetcodeanimation icon leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

link-prediction-based-on-ml icon link-prediction-based-on-ml

通过研究社交网络，从网络中提取拓扑结构特征，运用机器学习方法进行链路预测，比较了几种机器学习算法的预测精度。

machine-learning-learning-notes icon machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

mometa icon mometa

🛠 [Beta] 面向研发的低代码元编程，代码可视编辑，辅助编码工具

ner-chinese icon ner-chinese

Comparison of Chinese Named Entity Recognition Models between NeuroNER and BertNER

neuronblocks icon neuronblocks

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

prml icon prml

PRML algorithms implemented in Python

pumpkin-book icon pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pyod icon pyod

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

python icon python

All Algorithms implemented in Python

qamodel-for-retrievalchatbot icon qamodel-for-retrievalchatbot

客服机器人，Chinese Retreival chatbot（中文检索式机器人）用到的一些QA模型，基于tf-idf，lsa，cnn，transformer，bert等

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