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Msy's Projects

algorithms icon algorithms

The codes and my solutions to exercises from the book "Algorithms" (4th edition) by Robert Sedgewick and Kevin Wayne.

awesome-python icon awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

byte-of-python icon byte-of-python

《简明 Python 教程》V4.0c 2017 译本 /A Byte of Python 2017 Simplified Chinese Translation Edition

causalml icon causalml

Uplift modeling and causal inference with machine learning algorithms

cs-notes icon cs-notes

: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++

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

datasets icon datasets

Datasets used in Plotly examples and documentation

esl-cn icon esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

girls-in-ai icon girls-in-ai

免费学代码系列:小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战

gt-linalg icon gt-linalg

Interactive Linear Algebra, free online textbook at Georgia Tech

handson-ml icon handson-ml

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

leeml-notes icon leeml-notes

李宏毅《机器学习》笔记,在线阅读地址:https://datawhalechina.github.io/leeml-notes

louplus-dm icon louplus-dm

实验楼 《楼+ 数据分析与挖掘实战》课程挑战作业参考答案

machine_learning_refined icon machine_learning_refined

Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).

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