@@ -33,7 +33,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Introduction" | |||||
"## 1. Introduction" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -67,7 +67,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Creating `numpy` arrays" | |||||
"## 2. Creating `numpy` arrays" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -85,7 +85,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### From lists" | |||||
"### 2.1 From lists" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -399,7 +399,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Using array-generating functions" | |||||
"### 2.2 Using array-generating functions" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -758,14 +758,14 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## File I/O" | |||||
"## 3 File I/O" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Comma-separated values (CSV)" | |||||
"### 3.1 Comma-separated values (CSV)" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -945,7 +945,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Numpy's native file format" | |||||
"### 3.2 Numpy's native file format" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1000,7 +1000,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## More properties of the numpy arrays" | |||||
"## 4. More properties of the numpy arrays" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1066,14 +1066,14 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Manipulating arrays" | |||||
"## 5. Manipulating arrays" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Indexing" | |||||
"### 5.1 Indexing" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1299,7 +1299,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Index slicing" | |||||
"### 5.2 Index slicing" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1626,7 +1626,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Fancy indexing" | |||||
"### 5.3 Fancy indexing" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1851,14 +1851,14 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Functions for extracting data from arrays and creating arrays" | |||||
"## 6. Functions for extracting data from arrays and creating arrays" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### where" | |||||
"### 6.1 where" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1914,7 +1914,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### diag" | |||||
"### 6.2 diag" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1968,7 +1968,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### take" | |||||
"### 6.3 take" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -2071,7 +2071,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### choose" | |||||
"### 6.4 choose" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -2108,7 +2108,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Linear algebra" | |||||
"## 7. Linear algebra" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -2122,7 +2122,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Scalar-array operations" | |||||
"### 7.1Scalar-array operations" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -2213,7 +2213,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Element-wise array-array operations" | |||||
"### 7.2 Element-wise array-array operations" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -2318,7 +2318,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Matrix algebra" | |||||
"### 7.3 Matrix algebra" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -2601,7 +2601,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Array/Matrix transformations" | |||||
"### 7.4 Array/Matrix transformations" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -2811,7 +2811,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Matrix computations" | |||||
"### 7.5 Matrix computations" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -2914,7 +2914,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Data processing" | |||||
"### 7.6 Data processing" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -3225,7 +3225,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Computations on subsets of arrays" | |||||
"### 7.7 Computations on subsets of arrays" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -3362,7 +3362,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Calculations with higher-dimensional data" | |||||
"### 7.8 Calculations with higher-dimensional data" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -3471,7 +3471,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Reshaping, resizing and stacking arrays" | |||||
"## 8. Reshaping, resizing and stacking arrays" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -3748,7 +3748,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Adding a new dimension: newaxis" | |||||
"## 9. Adding a new dimension: newaxis" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -3889,7 +3889,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Stacking and repeating arrays" | |||||
"## 10. Stacking and repeating arrays" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -3903,7 +3903,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### tile and repeat" | |||||
"### 10.1 tile and repeat" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -4019,7 +4019,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### concatenate" | |||||
"### 10.2 concatenate" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -4078,7 +4078,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### hstack and vstack" | |||||
"### 10.3 hstack and vstack" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -4128,7 +4128,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Copy and \"deep copy\"" | |||||
"## 11. Copy and \"deep copy\"" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -4281,7 +4281,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Iterating over array elements" | |||||
"## 12. Iterating over array elements" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -4406,7 +4406,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Vectorizing functions" | |||||
"## 13. Vectorizing functions" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -4587,7 +4587,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Using arrays in conditions" | |||||
"## 14. Using arrays in conditions" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -4683,7 +4683,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Type casting" | |||||
"## 15. Type casting" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -4783,7 +4783,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Further reading" | |||||
"## 16. Further reading" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -4799,7 +4799,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Versions" | |||||
"## 17. Versions" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -459,7 +459,7 @@ | |||||
"name": "python", | "name": "python", | ||||
"nbconvert_exporter": "python", | "nbconvert_exporter": "python", | ||||
"pygments_lexer": "ipython3", | "pygments_lexer": "ipython3", | ||||
"version": "3.5.2" | |||||
"version": "3.6.8" | |||||
} | } | ||||
}, | }, | ||||
"nbformat": 4, | "nbformat": 4, | ||||
@@ -4,7 +4,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"# 1.1. 介绍IPython和Jupyter笔记本" | |||||
"# 介绍IPython和Jupyter笔记本" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -4,7 +4,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"# 1.1. Introducing IPython and the Jupyter Notebook" | |||||
"# Introducing IPython and the Jupyter Notebook" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -330,7 +330,7 @@ | |||||
"name": "python", | "name": "python", | ||||
"nbconvert_exporter": "python", | "nbconvert_exporter": "python", | ||||
"pygments_lexer": "ipython3", | "pygments_lexer": "ipython3", | ||||
"version": "3.5.2" | |||||
"version": "3.6.8" | |||||
} | } | ||||
}, | }, | ||||
"nbformat": 4, | "nbformat": 4, | ||||
@@ -34,7 +34,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## 简介" | |||||
"## 1. 简介" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -91,7 +91,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## 特殊功能" | |||||
"## 2. 特殊功能" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -194,14 +194,14 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## 积分" | |||||
"## 3. 积分" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### 数值积分:求积" | |||||
"### 3.1 数值积分:求积" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -379,7 +379,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## 常微分方程 (ODEs)" | |||||
"## 4. 常微分方程 (ODEs)" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -755,7 +755,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## 傅立叶转换" | |||||
"## 5. 傅立叶转换" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -873,7 +873,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## 线性代数" | |||||
"## 6. 线性代数" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -891,7 +891,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### 线性代数系统" | |||||
"### 6.1 线性代数系统" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1045,7 +1045,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### 特征值和特征向量" | |||||
"### 6.2 特征值和特征向量" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1181,7 +1181,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### 矩阵操作" | |||||
"### 6.3 矩阵操作" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1253,7 +1253,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### 稀疏矩阵" | |||||
"### 6.4 稀疏矩阵" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1648,7 +1648,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## 优化" | |||||
"## 7. 优化" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1673,7 +1673,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### 找到最小值" | |||||
"### 7.1 找到最小值" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1836,7 +1836,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### 找到一个方程的解" | |||||
"### 7.2 找到一个方程的解" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1956,7 +1956,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## 插值" | |||||
"## 8. 插值" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -2033,7 +2033,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## 统计" | |||||
"## 9. 统计" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -2188,7 +2188,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### 统计测试" | |||||
"### 9.1 统计测试" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -34,7 +34,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Introduction" | |||||
"## 1. Introduction" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -91,7 +91,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Special functions" | |||||
"## 2. Special functions" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -197,14 +197,14 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Integration" | |||||
"## 3. Integration" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Numerical integration: quadrature" | |||||
"### 3.1 Numerical integration: quadrature" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -383,7 +383,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Ordinary differential equations (ODEs)" | |||||
"## 4. Ordinary differential equations (ODEs)" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -757,7 +757,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Fourier transform" | |||||
"## 5. Fourier transform" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -875,7 +875,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Linear algebra" | |||||
"## 6. Linear algebra" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -894,7 +894,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Linear equation systems" | |||||
"### 6.1 Linear equation systems" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1048,7 +1048,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Eigenvalues and eigenvectors" | |||||
"### 6.2 Eigenvalues and eigenvectors" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1184,7 +1184,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Matrix operations" | |||||
"### 6.3 Matrix operations" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1256,7 +1256,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Sparse matrices" | |||||
"### 6.4 Sparse matrices" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1601,21 +1601,19 @@ | |||||
}, | }, | ||||
{ | { | ||||
"cell_type": "code", | "cell_type": "code", | ||||
"execution_count": 64, | |||||
"execution_count": 1, | |||||
"metadata": {}, | "metadata": {}, | ||||
"outputs": [ | "outputs": [ | ||||
{ | { | ||||
"data": { | |||||
"text/plain": [ | |||||
"array([[ 1.],\n", | |||||
" [ 6.],\n", | |||||
" [ 5.],\n", | |||||
" [ 5.]])" | |||||
] | |||||
}, | |||||
"execution_count": 64, | |||||
"metadata": {}, | |||||
"output_type": "execute_result" | |||||
"ename": "NameError", | |||||
"evalue": "name 'A' is not defined", | |||||
"output_type": "error", | |||||
"traceback": [ | |||||
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", | |||||
"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", | |||||
"\u001b[0;32m<ipython-input-1-bae968ab7277>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;31m# sparse matrix - dense vector multiplication\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mA\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0mv\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", | |||||
"\u001b[0;31mNameError\u001b[0m: name 'A' is not defined" | |||||
] | |||||
} | } | ||||
], | ], | ||||
"source": [ | "source": [ | ||||
@@ -1651,7 +1649,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Optimization" | |||||
"## 7. Optimization" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1676,7 +1674,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Finding a minima" | |||||
"### 7.1 Finding a minima" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1839,7 +1837,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Finding a solution to a function" | |||||
"### 7.2 Finding a solution to a function" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1959,7 +1957,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Interpolation" | |||||
"## 8. Interpolation" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -2036,7 +2034,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Statistics" | |||||
"## 9. Statistics" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -2191,7 +2189,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Statistical tests" | |||||
"### 9.1 Statistical tests" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -2415,7 +2413,7 @@ | |||||
"name": "python", | "name": "python", | ||||
"nbconvert_exporter": "python", | "nbconvert_exporter": "python", | ||||
"pygments_lexer": "ipython3", | "pygments_lexer": "ipython3", | ||||
"version": "3.5.2" | |||||
"version": "3.6.8" | |||||
} | } | ||||
}, | }, | ||||
"nbformat": 4, | "nbformat": 4, | ||||
@@ -2412,7 +2412,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## 11. 进一步的阅读" | |||||
"## 进一步的阅读" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -2428,7 +2428,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## 12. 版本" | |||||
"## 版本" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -32,7 +32,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Introduction" | |||||
"## 1. Introduction" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -85,7 +85,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Symbolic variables" | |||||
"## 2. Symbolic variables" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -232,7 +232,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Complex numbers" | |||||
"### 2.1 Complex numbers" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -319,7 +319,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Rational numbers" | |||||
"### 2.2 Rational numbers" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -419,7 +419,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Numerical evaluation" | |||||
"## 3. Numerical evaluation" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -710,7 +710,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Algebraic manipulations" | |||||
"## 4. Algebraic manipulations" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -724,7 +724,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Expand and factor" | |||||
"### 4.1 Expand and factor" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -880,7 +880,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Simplify" | |||||
"### 4.2 Simplify" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -972,7 +972,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### apart and together" | |||||
"### 4.3 apart and together" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1141,7 +1141,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Calculus" | |||||
"## 5. Calculus" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1155,7 +1155,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Differentiation" | |||||
"### 5.1 Differentiation" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1332,7 +1332,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Integration" | |||||
"## 5.2 Integration" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1468,7 +1468,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Sums and products" | |||||
"### 5.3 Sums and products" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1607,7 +1607,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Limits" | |||||
"## 6. Limits" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -1802,7 +1802,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Series" | |||||
"## 7. Series" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -2075,14 +2075,14 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Linear algebra" | |||||
"## 8. Linear algebra" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"### Matrices" | |||||
"### 8.1 Matrices" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -2282,7 +2282,7 @@ | |||||
"cell_type": "markdown", | "cell_type": "markdown", | ||||
"metadata": {}, | "metadata": {}, | ||||
"source": [ | "source": [ | ||||
"## Solving equations" | |||||
"## 9. Solving equations" | |||||
] | ] | ||||
}, | }, | ||||
{ | { | ||||
@@ -2526,7 +2526,7 @@ | |||||
"name": "python", | "name": "python", | ||||
"nbconvert_exporter": "python", | "nbconvert_exporter": "python", | ||||
"pygments_lexer": "ipython3", | "pygments_lexer": "ipython3", | ||||
"version": "3.5.2" | |||||
"version": "3.6.8" | |||||
} | } | ||||
}, | }, | ||||
"nbformat": 4, | "nbformat": 4, | ||||