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Zhiao Zhou's Projects

a-2017 icon a-2017

Public Repository for cs109a, 2017 edition

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

applied-data-science icon applied-data-science

All codes from Applied data science class from fall semester 2014. This includes Python statistics (regression analysis, neural networks, classification etc) using stats models package and pandas, as well as equivalent scripts in R.

ayu icon ayu

🎨🖌 Modern Sublime Text theme

barra-model icon barra-model

An internship project: Implement Barra model to take risk or style factor attribution based on multi-factor model.

beamoff icon beamoff

Simple Utility for disabling Beam sync on Mac

blockchain_all icon blockchain_all

All about blockchain, definition/technique/algorithm/application/scene, etc. including the top stars projects. 区块链总集,覆盖定义、技术、算法、应用、场景、进展等各方面,尤其是高星级项目。

capsnet icon capsnet

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

capsnet-keras icon capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error = 0.34%.

capsnet-tf icon capsnet-tf

A partial implementation of the Capsule Network form Dynamic Routing Between Capsules

chinese icon chinese

Tools and resources for Chinese texts preprocessing. Validated in two papers, one CCF C, EI indexing and one CCF B, SCI indexing.

chinese-stock-prediction-using-weibo-baidu-news-sentiment icon chinese-stock-prediction-using-weibo-baidu-news-sentiment

📈 A neural network regression model trained to predict the mean stock price percentage change everyday using financial factors like previous close price, actual previous close price, open price, market capitalization, total market value, price-to-earning ratio and price-to-book ratio, along with corresponding Sina Weibo and Baidu News sentiment scores.

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