├── .gitignore ├── 1.1科学计算工具及流程.ipynb ├── 1.2Python语言.ipynb ├── 1.3NumPy：创建和操作数值数据.ipynb ├── 1.4Matplotlib：绘图.ipynb ├── 1.5Scipy：高级科学计算.ipynb ├── 1.6. 获取帮助及寻找文档.ipynb ├── 2.1. Python高级功能（Constructs）.ipynb ├── 2.2. 高级Numpy.ipynb ├── 2.3. 代码除错.ipynb ├── 2.4. 代码优化.ipynb ├── 2.5. SciPy中稀疏矩阵.ipynb ├── 2.6. 使用Numpy和Scipy进行图像操作及处理.ipynb ├── 2.7. 数学优化：找到函数的最优解.ipynb ├── 2.8. 与C进行交互.ipynb ├── 3.1 Python中的统计学.ipynb ├── 3.2. Sympy：Python中的符号数学.ipynb ├── 3.3. Scikit-image：图像处理.ipynb ├── 3.4. Traits：创建交互对话.ipynb ├── 3.5. 使用Mayavi进行3D作图.ipynb ├── 3.6. scikit-learn：Python中的机器学习.ipynb ├── README.md ├── data ├── LICENCE.txt ├── MV_HFV_012.jpg ├── elephant.png ├── max-speeds.npy ├── moonlanding.png ├── organisms.txt ├── populations.txt ├── species.txt ├── test.png ├── test.wav ├── test2.png ├── waveform_1.npy ├── waveform_2.npy └── women_percentage.txt ├── demo.py ├── demo.pyc ├── demo_opt.py ├── demo_opt.pyc ├── etc └── fstab ├── examples ├── brain_size.csv └── iris.csv ├── face.png ├── face.raw ├── file.mat ├── foo.txt ├── ica.py ├── ica.pyc ├── index_error.py ├── local_logo.png ├── mandelbrot.png ├── plot.png ├── pop.npy ├── pop2.txt ├── red_elephant.png ├── tiny_elephant.png ├── untitled.txt ├── wages.txt └── wiener_filtering.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloga/scipy-lecture-notes_cn/HEAD/.gitignore -------------------------------------------------------------------------------- /1.1科学计算工具及流程.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloga/scipy-lecture-notes_cn/HEAD/1.1科学计算工具及流程.ipynb -------------------------------------------------------------------------------- /1.2Python语言.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloga/scipy-lecture-notes_cn/HEAD/1.2Python语言.ipynb -------------------------------------------------------------------------------- /1.3NumPy：创建和操作数值数据.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloga/scipy-lecture-notes_cn/HEAD/1.3NumPy：创建和操作数值数据.ipynb -------------------------------------------------------------------------------- /1.4Matplotlib：绘图.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloga/scipy-lecture-notes_cn/HEAD/1.4Matplotlib：绘图.ipynb -------------------------------------------------------------------------------- /1.5Scipy：高级科学计算.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloga/scipy-lecture-notes_cn/HEAD/1.5Scipy：高级科学计算.ipynb -------------------------------------------------------------------------------- /1.6. 获取帮助及寻找文档.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloga/scipy-lecture-notes_cn/HEAD/1.6. 获取帮助及寻找文档.ipynb -------------------------------------------------------------------------------- /2.1. 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Sympy：Python中的符号数学.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloga/scipy-lecture-notes_cn/HEAD/3.2. Sympy：Python中的符号数学.ipynb -------------------------------------------------------------------------------- /3.3. Scikit-image：图像处理.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloga/scipy-lecture-notes_cn/HEAD/3.3. Scikit-image：图像处理.ipynb -------------------------------------------------------------------------------- /3.4. Traits：创建交互对话.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloga/scipy-lecture-notes_cn/HEAD/3.4. 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