Msy's repositories
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.
Algorithms
The codes and my solutions to exercises from the book "Algorithms" (4th edition) by Robert Sedgewick and Kevin Wayne.
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
causalml
Uplift modeling and causal inference with machine learning algorithms
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
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.
Data-Science-Notes
数据科学的笔记以及资料搜集
datasets
Datasets used in Plotly examples and documentation
eat_pyspark_in_10_days
pyspark🍒🥭 is delicious，just eat it!😋😋
ESL-CN
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
flying-python
How to write fast and efficient Python code.
gt-linalg
Interactive Linear Algebra, free online textbook at Georgia Tech
leeml-notes
李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes
leetcode-algorithm
分类整理leetcode算法题解，代码语言采用c++与python实现
lihang-code
《统计学习方法》的代码实现
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-and-AI-in-Trading
Applying Machine Learning and AI Algorithms applied to Trading for better performance and low Std.
machine-learning-for-trading
Notebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading
Machine-Learning-Notes
周志华《机器学习》手推笔记
machine_learning_beginner
机器学习初学者公众号作品
ML-notes
notes about machine learning
pandas_exercises
Practice your pandas skills!
PRML
PRML algorithms implemented in Python
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Python
最良心的 Python 教程：
python3-cookbook
《Python Cookbook》 3rd Edition Translation
python_data_structures_and_algorithms
Python 中文数据结构和算法教程
Virgilio
Your new Mentor for Data Science E-Learning.