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Pengfei's Projects

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Introduction to Analytics Modeling - Georgia Tech OMDS

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A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

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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]

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Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

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Bayesian Modeling in Python

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Cool Python features for machine learning that I used to be too afraid to use

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Python有趣的小例子一网打尽。Python基础、Python坑点、Python字符串和正则、Python绘图、Python日期和文件、Web开发、数据科学、机器学习、深度学习、TensorFlow、Pytorch,一切都是简单易懂的小例子。

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a summary of some tricks for data cleaning and data visualization

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R for data science: a book

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