Scipy Lecture Notes

Author：kevinelstri
DateTime：2017/3/14
From：http://www.scipy-lectures.org/

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关于科学Python系统的教程：快速介绍重要工具和技术。不同的章节对应一个1到2小时的课程来增加专业水平，从初学者到专家。

• 1. Getting started with Python for science
• 1.1. Python scientific computing ecosystem
• 1.2. The Python language
• 1.3. NumPy: creating and manipulating numerical data
• 1.4. Matplotlib: plotting
• 1.5. Scipy : high-level scientific computing
• 1.6. Getting help and finding documentation
• 2. Advanced topics
• 2.1. Advanced Python Constructs
• 2.2. Advanced NumPy
• 2.3. Debugging code
• 2.4. Optimizing code
• 2.5. Sparse Matrices in SciPy
• 2.6. Image manipulation and processing using Numpy and Scipy
• 2.7. Mathematical optimization: finding minima of functions
• 2.8. Interfacing with C
• 3. Packages and applications
• 3.1. Statistics in Python
• 3.2. Sympy : Symbolic Mathematics in Python
• 3.3. Scikit-image: image processing
• 3.4. Traits: building interactive dialogs
• 3.5. 3D plotting with Mayavi
• 3.6. scikit-learn: machine learning in Python

持续更新。。。