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08-object-oriented-programminghttps://github.com/lijin-THU/notes-python/tree/master/08-object-oriented-programming
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https://github.com/lijin-THU/notes-python#简介
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https://github.com/lijin-THU/notes-python#参考
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https://github.com/lijin-THU/notes-python#目录
01. Python 工具https://github.com/lijin-THU/notes-python/blob/master/01-python-tools
01.01 Python 简介https://github.com/lijin-THU/notes-python/blob/master/01-python-tools/01.01-python-overview.ipynb
01.02 Ipython 解释器https://github.com/lijin-THU/notes-python/blob/master/01-python-tools/01.02-ipython-interpreter.ipynb
01.03 Ipython notebookhttps://github.com/lijin-THU/notes-python/blob/master/01-python-tools/01.03-ipython-notebook.ipynb
01.04 使用 Anacondahttps://github.com/lijin-THU/notes-python/blob/master/01-python-tools/01.04-use-anaconda.ipynb
02. Python 基础https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials
02.01 Python 入门演示https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials/02.01-a-tour-of-python.ipynb
02.02 Python 数据类型https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials/02.02-python-data-types.ipynb
02.03 数字https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials/02.03-numbers.ipynb
02.04 字符串https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials/02.04-strings.ipynb
02.05 索引和分片https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials/02.05-indexing-and-slicing.ipynb
02.06 列表https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials/02.06-lists.ipynb
02.07 可变和不可变类型https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials/02.07-mutable-and-immutable-data-types.ipynb
02.08 元组https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials/02.08-tuples.ipynb
02.09 列表与元组的速度比较https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials/02.09-speed-comparison-between-list-&-tuple.ipynb
02.10 字典https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials/02.10-dictionaries.ipynb
02.11 集合https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials/02.11-sets.ipynb
02.12 不可变集合https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials/02.12-frozen-sets.ipynb
02.13 Python 赋值机制https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials/02.13-how-python-assignment-works.ipynb
02.14 判断语句https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials/02.14-if-statement.ipynb
02.15 循环https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials/02.15-loops.ipynb
02.16 列表推导式https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials/02.16-list-comprehension.ipynb
02.17 函数https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials/02.17-functions.ipynb
02.18 模块和包https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials/02.18-modules-and-packages.ipynb
02.19 异常https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials/02.19-exceptions.ipynb
02.20 警告https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials/02.20-warnings.ipynb
02.21 文件读写https://github.com/lijin-THU/notes-python/blob/master/02-python-essentials/02.21-file-IO.ipynb
03. Numpyhttps://github.com/lijin-THU/notes-python/blob/master/03-numpy
03.01 Numpy 简介https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.01-numpy-overview.ipynb
03.02 Matplotlib 基础https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.02-matplotlib-basics.ipynb
03.03 Numpy 数组及其索引https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.03-numpy-arrays.ipynb
03.04 数组类型https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.04-array-types.ipynb
03.05 数组方法https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.05-array-calculation-method.ipynb
03.06 数组排序https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.06-sorting-numpy-arrays.ipynb
03.07 数组形状https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.07-array-shapes.ipynb
03.08 对角线https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.08-diagonals.ipynb
03.09 数组与字符串的转换https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.09-data-to-&-from-string.ipynb
03.10 数组属性方法总结https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.10-array-attribute-&-method-overview-.ipynb
03.11 生成数组的函数https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.11-array-creation-functions.ipynb
03.12 矩阵https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.12-matrix-object.ipynb
03.13 一般函数https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.13-general-functions.ipynb
03.14 向量化函数https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.14-vectorizing-functions.ipynb
03.15 二元运算https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.15-binary-operators.ipynb
03.16 ufunc 对象https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.16-universal-functions.ipynb
03.17 choose 函数实现条件筛选https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.17-choose.ipynb
03.18 数组广播机制https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.18-array-broadcasting.ipynb
03.19 数组读写https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.19-reading-and-writing-arrays.ipynb
03.20 结构化数组https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.20-structured-arrays.ipynb
03.21 记录数组https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.21-record-arrays.ipynb
03.22 内存映射https://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.22-memory-maps.ipynb
03.23 从 Matlab 到 Numpyhttps://github.com/lijin-THU/notes-python/blob/master/03-numpy/03.23-from-matlab-to-numpy.ipynb
04. Scipyhttps://github.com/lijin-THU/notes-python/blob/master/04-scipy
04.01 SCIentific PYthon 简介https://github.com/lijin-THU/notes-python/blob/master/04-scipy/04.01-scienticfic-python-overview.ipynb
04.02 插值https://github.com/lijin-THU/notes-python/blob/master/04-scipy/04.02-interpolation-with-scipy.ipynb
04.03 概率统计方法https://github.com/lijin-THU/notes-python/blob/master/04-scipy/04.03-statistics-with-scipy.ipynb
04.04 曲线拟合https://github.com/lijin-THU/notes-python/blob/master/04-scipy/04.04-curve-fitting.ipynb
04.05 最小化函数https://github.com/lijin-THU/notes-python/blob/master/04-scipy/04.05-minimization-in-python.ipynb
04.06 积分https://github.com/lijin-THU/notes-python/blob/master/04-scipy/04.06-integration-in-python.ipynb
04.07 解微分方程https://github.com/lijin-THU/notes-python/blob/master/04-scipy/04.07-ODEs.ipynb
04.08 稀疏矩阵https://github.com/lijin-THU/notes-python/blob/master/04-scipy/04.08-sparse-matrix.ipynb
04.09 线性代数https://github.com/lijin-THU/notes-python/blob/master/04-scipy/04.09-linear-algbra.ipynb
04.10 稀疏矩阵的线性代数https://github.com/lijin-THU/notes-python/blob/master/04-scipy/04.10-sparse-linear-algebra.ipynb
05. Python 进阶https://github.com/lijin-THU/notes-python/blob/master/05-advanced-python
05.01 sys 模块简介https://github.com/lijin-THU/notes-python/blob/master/05-advanced-python/05.01-overview-of-the-sys-module.ipynb
05.02 与操作系统进行交互：os 模块https://github.com/lijin-THU/notes-python/blob/master/05-advanced-python/05.02-interacting-with-the-OS---os.ipynb
05.03 CSV 文件和 csv 模块https://github.com/lijin-THU/notes-python/blob/master/05-advanced-python/05.03-comma-separated-values.ipynb
05.04 正则表达式和 re 模块https://github.com/lijin-THU/notes-python/blob/master/05-advanced-python/05.04-regular-expression.ipynb
05.05 datetime 模块https://github.com/lijin-THU/notes-python/blob/master/05-advanced-python/05.05-datetime.ipynb
05.06 SQL 数据库https://github.com/lijin-THU/notes-python/blob/master/05-advanced-python/05.06-sql-databases.ipynb
05.07 对象关系映射https://github.com/lijin-THU/notes-python/blob/master/05-advanced-python/05.07-object-relational-mappers.ipynb
05.08 函数进阶：参数传递，高阶函数，lambda 匿名函数，global 变量，递归https://github.com/lijin-THU/notes-python/blob/master/05-advanced-python/05.08-functions.ipynb
05.09 迭代器https://github.com/lijin-THU/notes-python/blob/master/05-advanced-python/05.09-iterators.ipynb
05.10 生成器https://github.com/lijin-THU/notes-python/blob/master/05-advanced-python/05.10-generators.ipynb
05.11 with 语句和上下文管理器https://github.com/lijin-THU/notes-python/blob/master/05-advanced-python/05.11-context-managers-and-the-with-statement.ipynb
05.12 修饰符https://github.com/lijin-THU/notes-python/blob/master/05-advanced-python/05.12-decorators.ipynb
05.13 修饰符的使用https://github.com/lijin-THU/notes-python/blob/master/05-advanced-python/05.13-decorator-usage.ipynb
05.14 operator, functools, itertools, toolz, fn, funcy 模块https://github.com/lijin-THU/notes-python/blob/master/05-advanced-python/05.14-the-operator-functools-itertools-toolz-fn-funcy-module.ipynb
05.15 作用域https://github.com/lijin-THU/notes-python/blob/master/05-advanced-python/05.15-scope.ipynb
05.16 动态编译https://github.com/lijin-THU/notes-python/blob/master/05-advanced-python/05.16-dynamic-code-execution.ipynb
06. Matplotlibhttps://github.com/lijin-THU/notes-python/blob/master/06-matplotlib
06.01 Pyplot 教程https://github.com/lijin-THU/notes-python/blob/master/06-matplotlib/06.01-pyplot-tutorial.ipynb
06.02 使用 style 来配置 pyplot 风格https://github.com/lijin-THU/notes-python/blob/master/06-matplotlib/06.02-customizing-plots-with-style-sheets.ipynb
06.03 处理文本（基础）https://github.com/lijin-THU/notes-python/blob/master/06-matplotlib/06.03-working-with-text---basic.ipynb
06.04 处理文本（数学表达式）https://github.com/lijin-THU/notes-python/blob/master/06-matplotlib/06.04-working-with-text---math-expression.ipynb
06.05 图像基础https://github.com/lijin-THU/notes-python/blob/master/06-matplotlib/06.05-image-tutorial.ipynb
06.06 注释https://github.com/lijin-THU/notes-python/blob/master/06-matplotlib/06.06-annotating-axes.ipynb
06.07 标签https://github.com/lijin-THU/notes-python/blob/master/06-matplotlib/06.07-legend.ipynb
06.08 figures, subplots, axes 和 ticks 对象https://github.com/lijin-THU/notes-python/blob/master/06-matplotlib/06.08-figures,-subplots,-axes-and-ticks.ipynb
06.09 不要迷信默认设置https://github.com/lijin-THU/notes-python/blob/master/06-matplotlib/06.09-do-not-trust-the-defaults.ipynb
06.10 各种绘图实例https://github.com/lijin-THU/notes-python/blob/master/06-matplotlib/06.10-different-plots.ipynb
07. 使用其他语言进行扩展https://github.com/lijin-THU/notes-python/blob/master/07-interfacing-with-other-languages
07.01 简介https://github.com/lijin-THU/notes-python/blob/master/07-interfacing-with-other-languages/07.01-introduction.ipynb
07.02 Python 扩展模块https://github.com/lijin-THU/notes-python/blob/master/07-interfacing-with-other-languages/07.02-python-extension-modules.ipynb
07.03 Cython：Cython 基础，将源代码转换成扩展模块https://github.com/lijin-THU/notes-python/blob/master/07-interfacing-with-other-languages/07.03-cython-part-1.ipynb
07.04 Cython：Cython 语法，调用其他C库https://github.com/lijin-THU/notes-python/blob/master/07-interfacing-with-other-languages/07.04-cython-part-2.ipynb
07.05 Cython：class 和 cdef class，使用 C++https://github.com/lijin-THU/notes-python/blob/master/07-interfacing-with-other-languages/07.05-cython-part-3.ipynb
07.06 Cython：Typed memoryviewshttps://github.com/lijin-THU/notes-python/blob/master/07-interfacing-with-other-languages/07.06-cython-part-4.ipynb
07.07 生成编译注释https://github.com/lijin-THU/notes-python/blob/master/07-interfacing-with-other-languages/07.07-profiling-with-annotations.ipynb
07.08 ctypeshttps://github.com/lijin-THU/notes-python/blob/master/07-interfacing-with-other-languages/07.08-ctypes.ipynb
08. 面向对象编程https://github.com/lijin-THU/notes-python/blob/master/08-object-oriented-programming
08.01 简介https://github.com/lijin-THU/notes-python/blob/master/08-object-oriented-programming/08.01-oop-introduction.ipynb
08.02 使用 OOP 对森林火灾建模https://github.com/lijin-THU/notes-python/blob/master/08-object-oriented-programming/08.02-using-oop-model-a-forest-fire.ipynb
08.03 什么是对象？https://github.com/lijin-THU/notes-python/blob/master/08-object-oriented-programming/08.03-what-is-a-object.ipynb
08.04 定义 classhttps://github.com/lijin-THU/notes-python/blob/master/08-object-oriented-programming/08.04-writing-classes.ipynb
08.05 特殊方法https://github.com/lijin-THU/notes-python/blob/master/08-object-oriented-programming/08.05-special-method.ipynb
08.06 属性https://github.com/lijin-THU/notes-python/blob/master/08-object-oriented-programming/08.06-properties.ipynb
08.07 森林火灾模拟https://github.com/lijin-THU/notes-python/blob/master/08-object-oriented-programming/08.07-forest-fire-simulation.ipynb
08.08 继承https://github.com/lijin-THU/notes-python/blob/master/08-object-oriented-programming/08.08-inheritance.ipynb
08.09 super() 函数https://github.com/lijin-THU/notes-python/blob/master/08-object-oriented-programming/08.09-super.ipynb
08.10 重定义森林火灾模拟https://github.com/lijin-THU/notes-python/blob/master/08-object-oriented-programming/08.10-refactoring-the-forest-fire-simutation.ipynb
08.11 接口https://github.com/lijin-THU/notes-python/blob/master/08-object-oriented-programming/08.11-interfaces.ipynb
08.12 共有，私有和特殊方法和属性https://github.com/lijin-THU/notes-python/blob/master/08-object-oriented-programming/08.12-public-private-special-in-python.ipynb
08.13 多重继承https://github.com/lijin-THU/notes-python/blob/master/08-object-oriented-programming/08.13-multiple-inheritance.ipynb
09. Theano 基础https://github.com/lijin-THU/notes-python/blob/master/09-theano
09.01 Theano 简介及其安装https://github.com/lijin-THU/notes-python/blob/master/09-theano/09.01-introduction-and-installation.ipynb
09.02 Theano 基础https://github.com/lijin-THU/notes-python/blob/master/09-theano/09.02-theano-basics.ipynb
09.03 Theano 在 Windows 上的配置https://github.com/lijin-THU/notes-python/blob/master/09-theano/09.03-gpu-on-windows.ipynb
09.04 Theano 符号图结构https://github.com/lijin-THU/notes-python/blob/master/09-theano/09.04-graph-structures.ipynb
09.05 Theano 配置和编译模式https://github.com/lijin-THU/notes-python/blob/master/09-theano/09.05-configuration-settings-and-compiling-modes.ipynb
09.06 Theano 条件语句https://github.com/lijin-THU/notes-python/blob/master/09-theano/09.06-conditions-in-theano.ipynb
09.07 Theano 循环：scan（详解）https://github.com/lijin-THU/notes-python/blob/master/09-theano/09.07-loop-with-scan.ipynb
09.08 Theano 实例：线性回归https://github.com/lijin-THU/notes-python/blob/master/09-theano/09.08-linear-regression.ipynb
09.09 Theano 实例：Logistic 回归https://github.com/lijin-THU/notes-python/blob/master/09-theano/09.09-logistic-regression-.ipynb
09.10 Theano 实例：Softmax 回归https://github.com/lijin-THU/notes-python/blob/master/09-theano/09.10-softmax-on-mnist.ipynb
09.11 Theano 实例：人工神经网络https://github.com/lijin-THU/notes-python/blob/master/09-theano/09.11-net-on-mnist.ipynb
09.12 Theano 随机数流变量https://github.com/lijin-THU/notes-python/blob/master/09-theano/09.12-random-streams.ipynb
09.13 Theano 实例：更复杂的网络https://github.com/lijin-THU/notes-python/blob/master/09-theano/09.13-modern-net-on-mnist.ipynb
09.14 Theano 实例：卷积神经网络https://github.com/lijin-THU/notes-python/blob/master/09-theano/09.14-convolutional-net-on-mnist.ipynb
09.15 Theano tensor 模块：基础https://github.com/lijin-THU/notes-python/blob/master/09-theano/09.15-tensor-basics.ipynb
09.16 Theano tensor 模块：索引https://github.com/lijin-THU/notes-python/blob/master/09-theano/09.16-tensor-indexing.ipynb
09.17 Theano tensor 模块：操作符和逐元素操作https://github.com/lijin-THU/notes-python/blob/master/09-theano/09.17-tensor-operator-and-elementwise-operations.ipynb
09.18 Theano tensor 模块：nnet 子模块https://github.com/lijin-THU/notes-python/blob/master/09-theano/09.18-tensor-nnet-.ipynb
09.19 Theano tensor 模块：conv 子模块https://github.com/lijin-THU/notes-python/blob/master/09-theano/09.19-tensor-conv.ipynb
10. 有趣的第三方模块https://github.com/lijin-THU/notes-python/blob/master/10-something-interesting
10.01 使用 basemap 画地图https://github.com/lijin-THU/notes-python/blob/master/10-something-interesting/10.01-maps-using-basemap.ipynb
10.02 使用 cartopy 画地图https://github.com/lijin-THU/notes-python/blob/master/10-something-interesting/10.02-maps-using-cartopy.ipynb
10.03 探索 NBA 数据https://github.com/lijin-THU/notes-python/blob/master/10-something-interesting/10.03-nba-data.ipynb
10.04 金庸的武侠世界https://github.com/lijin-THU/notes-python/blob/master/10-something-interesting/10.04-louis-cha's-kungfu-world.ipynb
11. 有用的工具https://github.com/lijin-THU/notes-python/blob/master/11-useful-tools
11.01 pprint 模块：打印 Python 对象https://github.com/lijin-THU/notes-python/blob/master/11-useful-tools/11.01-pprint.ipynb
11.02 pickle, cPickle 模块：序列化 Python 对象https://github.com/lijin-THU/notes-python/blob/master/11-useful-tools/11.02-pickle-and-cPickle.ipynb
11.03 json 模块：处理 JSON 数据https://github.com/lijin-THU/notes-python/blob/master/11-useful-tools/11.03-json.ipynb
11.04 glob 模块：文件模式匹配https://github.com/lijin-THU/notes-python/blob/master/11-useful-tools/11.04-glob.ipynb
11.05 shutil 模块：高级文件操作https://github.com/lijin-THU/notes-python/blob/master/11-useful-tools/11.05-shutil.ipynb
11.06 gzip, zipfile, tarfile 模块：处理压缩文件https://github.com/lijin-THU/notes-python/blob/master/11-useful-tools/11.06-gzip,-zipfile,-tarfile.ipynb
11.07 logging 模块：记录日志https://github.com/lijin-THU/notes-python/blob/master/11-useful-tools/11.07-logging.ipynb
11.08 string 模块：字符串处理https://github.com/lijin-THU/notes-python/blob/master/11-useful-tools/11.08-string.ipynb
11.09 collections 模块：更多数据结构https://github.com/lijin-THU/notes-python/blob/master/11-useful-tools/11.09-collections.ipynb
11.10 requests 模块：HTTP for Humanhttps://github.com/lijin-THU/notes-python/blob/master/11-useful-tools/11.10-requests.ipynb
12. Pandashttps://github.com/lijin-THU/notes-python/blob/master/12-pandas
12.01 十分钟上手 Pandashttps://github.com/lijin-THU/notes-python/blob/master/12-pandas/12.01-ten-minutes-to-pandas.ipynb
12.02 一维数据结构：Serieshttps://github.com/lijin-THU/notes-python/blob/master/12-pandas/12.02-series-in-pandas.ipynb
12.03 二维数据结构：DataFramehttps://github.com/lijin-THU/notes-python/blob/master/12-pandas/12.03-dataframe-in-pandas.ipynb
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