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newflush's Projects
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
berkeley-stat-157
Homepage for STAT 157 at UC Berkeley
big-data-resources
大数据/数据挖掘/推荐系统/机器学习相关资源
books
数学教程-高等数学、概率论与数理统计、线性代数
coursera-machine-learning
Coursera Machine Learning - Python code
csinva.github.io
Slides, paper notes, class notes, blog posts, and research on machine learning, statistics, and artificial intelligence.
data-science-notes
数据科学的笔记以及资料搜集
deep-learning-interview-book
深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）
fastai-ml-dl-notes-zh
:book: [译] fast.ai 机器学习和深度学习中文笔记
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.
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
intro_ds_wy_course
《精通数据科学：从线性回归到深度学习》视频课程的配套资料
introduction-to-data-science
本Repository为**人民大学朝乐门老师开源课程——《数据科学导论》
kaggle
Codes for Kaggle Competitions
machine-learning
:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归
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！
machine-learning-mindmap-cn
机器学习导图系列教程旨在帮助引导开发者对机器学习知识网络有一个系统的概念
machine-learning-with-python
Python code for common Machine Learning Algorithms
matplotlib-3.0-cookbook
Matplotlib 3.0 Cookbook, published by Packt
matplotlib-cn
matplotlib中文文档
matplotlib-gallery
Examples of matplotlib codes and plots
mlinactioncode
《机器学习实践》源码和《机器学习-算法原理与编程实践》源码以及学习心得
ntu-machine-learning
**大学李宏毅老师机器学习
numpy-100
100 numpy exercises (with solutions)
pandas100
pandas练习
practical-machine-learning-with-python
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
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
python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
python-machine-learning-zh
Python机器学习，机器学习入门首选。
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