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Master the command line, in one page
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
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,…
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Scrapy, a fast high-level web crawling & scraping framework for Python.
The Python micro framework for building web applications.
scikit-learn: machine learning in Python
The Web framework for perfectionists with deadlines.
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities
Python Backtesting library for trading strategies
数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
吴恩达老师的机器学习课程个人笔记
100-Days-Of-ML-Code中文版
szr1014 / ML-NLP
Forked from NLP-LOVE/ML-NLP此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
szr1014 / leetcode
Forked from azl397985856/leetcodeLeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)
szr1014 / pumpkin-book
Forked from datawhalechina/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
1
Updated Jun 9, 2021
szr1014 / d2l-zh
Forked from d2l-ai/d2l-zh《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。
Curated list of project-based tutorials
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Updated Jun 10, 2021
szr1014 / C-Plus-Plus
Forked from TheAlgorithms/C-Plus-PlusCollection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
A complete computer science study plan to become a software engineer.
1
Updated Jun 12, 2021
LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀
1
Updated Jun 12, 2021
100-Days-Of-ML-Code中文版
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
szr1014 / Projects
Forked from karan/Projects📃 A list of practical projects that anyone can solve in any programming language.
1
Updated Jun 6, 2021
LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)
Curated list of project-based tutorials
