diff --git a/README.md b/README.md
index 1c64e70..2d5a776 100644
--- a/README.md
+++ b/README.md
@@ -1,41 +1,41 @@
-
- 
+
+ 
-我是 周沫凡, [莫烦Python](https://morvanzhou.github.io/) 只是谐音, 我喜欢制作,
-分享所学的东西, 所以你能在这里找到很多有用的东西, 少走弯路. 你能在[这里](https://morvanzhou.github.io/about/)找到关于我的所有东西.
+我是 周沫凡, [莫烦Python](https://mofanpy.com/) 只是谐音, 我喜欢制作,
+分享所学的东西, 所以你能在这里找到很多有用的东西, 少走弯路. 你能在[这里](https://mofanpy.com/about/)找到关于我的所有东西.
## 这个 Python tutorial 的一些内容:
-* [Python 基础](https://morvanzhou.github.io/tutorials/python-basic/)
- * [基础](https://morvanzhou.github.io/tutorials/python-basic/basic/)
- * [多线程 threading](https://morvanzhou.github.io/tutorials/python-basic/threading/)
- * [多进程 multiprocessing](https://morvanzhou.github.io/tutorials/python-basic/multiprocessing/)
- * [简单窗口 tkinter](https://morvanzhou.github.io/tutorials/python-basic/tkinter/)
-* [机器学习](https://morvanzhou.github.io/tutorials/machine-learning/)
- * [有趣的机器学习](https://morvanzhou.github.io/tutorials/machine-learning/ML-intro/)
- * [强化学习 (Reinforcement Learning)](https://morvanzhou.github.io/tutorials/machine-learning/reinforcement-learning/)
- * [进化算法 (Evolutionary Algorithm) 如遗传算法等](https://morvanzhou.github.io/tutorials/machine-learning/evolutionary-algorithm/)
- * [Tensorflow (神经网络)](https://morvanzhou.github.io/tutorials/machine-learning/tensorflow/)
- * [PyTorch (神经网络)](https://morvanzhou.github.io/tutorials/machine-learning/torch/)
- * [Theano (神经网络)](https://morvanzhou.github.io/tutorials/machine-learning/theano/)
- * [Keras (快速神经网络)](https://morvanzhou.github.io/tutorials/machine-learning/keras/)
- * [Scikit-Learn (机器学习)](https://morvanzhou.github.io/tutorials/machine-learning/sklearn/)
- * [机器学习实战](https://morvanzhou.github.io/tutorials/machine-learning/ML-practice/)
-* [数据处理](https://morvanzhou.github.io/tutorials/data-manipulation/)
- * [Numpy & Pandas (处理数据)](https://morvanzhou.github.io/tutorials/data-manipulation/np-pd/)
- * [Matplotlib (绘图)](https://morvanzhou.github.io/tutorials/data-manipulation/plt/)
- * [爬虫](https://morvanzhou.github.io/tutorials/data-manipulation/scraping/)
-* [其他](https://morvanzhou.github.io/tutorials/others/)
- * [Git (版本管理)](https://morvanzhou.github.io/tutorials/others/git/)
- * [Linux 简易教学](https://morvanzhou.github.io/tutorials/others/linux-basic/)
+* [Python 基础](https://mofanpy.com/tutorials/python-basic/)
+ * [基础](https://mofanpy.com/tutorials/python-basic/basic/)
+ * [多线程 threading](https://mofanpy.com/tutorials/python-basic/threading/)
+ * [多进程 multiprocessing](https://mofanpy.com/tutorials/python-basic/multiprocessing/)
+ * [简单窗口 tkinter](https://mofanpy.com/tutorials/python-basic/tkinter/)
+* [机器学习](https://mofanpy.com/tutorials/machine-learning/)
+ * [有趣的机器学习](https://mofanpy.com/tutorials/machine-learning/ML-intro/)
+ * [强化学习 (Reinforcement Learning)](https://mofanpy.com/tutorials/machine-learning/reinforcement-learning/)
+ * [进化算法 (Evolutionary Algorithm) 如遗传算法等](https://mofanpy.com/tutorials/machine-learning/evolutionary-algorithm/)
+ * [Tensorflow (神经网络)](https://mofanpy.com/tutorials/machine-learning/tensorflow/)
+ * [PyTorch (神经网络)](https://mofanpy.com/tutorials/machine-learning/torch/)
+ * [Theano (神经网络)](https://mofanpy.com/tutorials/machine-learning/theano/)
+ * [Keras (快速神经网络)](https://mofanpy.com/tutorials/machine-learning/keras/)
+ * [Scikit-Learn (机器学习)](https://mofanpy.com/tutorials/machine-learning/sklearn/)
+ * [机器学习实战](https://mofanpy.com/tutorials/machine-learning/ML-practice/)
+* [数据处理](https://mofanpy.com/tutorials/data-manipulation/)
+ * [Numpy & Pandas (处理数据)](https://mofanpy.com/tutorials/data-manipulation/np-pd/)
+ * [Matplotlib (绘图)](https://mofanpy.com/tutorials/data-manipulation/plt/)
+ * [爬虫](https://mofanpy.com/tutorials/data-manipulation/scraping/)
+* [其他](https://mofanpy.com/tutorials/others/)
+ * [Git (版本管理)](https://mofanpy.com/tutorials/others/git/)
+ * [Linux 简易教学](https://mofanpy.com/tutorials/others/linux-basic/)
## 赞助和支持
这些 tutorial 都是我用业余时间写出来, 录成视频, 如果你觉得它对你很有帮助, 请你也分享给需要学习的朋友们.
-如果你看好我的经验分享, 也请考虑适当的 [赞助打赏](https://morvanzhou.github.io/support/), 让我能继续分享更好的内容给大家.
\ No newline at end of file
+如果你看好我的经验分享, 也请考虑适当的 [赞助打赏](https://mofanpy.com/support/), 让我能继续分享更好的内容给大家.
\ No newline at end of file
diff --git a/Reinforcement_learning_TUT/README.md b/Reinforcement_learning_TUT/README.md
index 38fccff..773ed30 100644
--- a/Reinforcement_learning_TUT/README.md
+++ b/Reinforcement_learning_TUT/README.md
@@ -1,6 +1,6 @@
- 
+ 
@@ -10,11 +10,11 @@
# Note! This Reinforcement Learning Tutorial has been moved to anther independent repo:
-[https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow](https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow)
+[/MorvanZhou/Reinforcement-learning-with-tensorflow](/MorvanZhou/Reinforcement-learning-with-tensorflow)
# 请注意! 这个 强化学习 的教程代码已经被移至另一个网页:
-[https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow](https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow)
+[/MorvanZhou/Reinforcement-learning-with-tensorflow](/MorvanZhou/Reinforcement-learning-with-tensorflow)
# Donation
@@ -31,7 +31,7 @@
diff --git a/basic/.ipynb_checkpoints/36_regex-checkpoint.ipynb b/basic/.ipynb_checkpoints/36_regex-checkpoint.ipynb
new file mode 100644
index 0000000..984c91f
--- /dev/null
+++ b/basic/.ipynb_checkpoints/36_regex-checkpoint.ipynb
@@ -0,0 +1,648 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Python 正则表达 RegEx"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## 导入模块"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import re"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## 简单 Python 匹配"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "True\n",
+ "False\n"
+ ]
+ }
+ ],
+ "source": [
+ "# matching string\n",
+ "pattern1 = \"cat\"\n",
+ "pattern2 = \"bird\"\n",
+ "string = \"dog runs to cat\"\n",
+ "print(pattern1 in string) \n",
+ "print(pattern2 in string) "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## 用正则寻找配对"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "<_sre.SRE_Match object; span=(12, 15), match='cat'>\n",
+ "None\n"
+ ]
+ }
+ ],
+ "source": [
+ "# regular expression\n",
+ "pattern1 = \"cat\"\n",
+ "pattern2 = \"bird\"\n",
+ "string = \"dog runs to cat\"\n",
+ "print(re.search(pattern1, string)) \n",
+ "print(re.search(pattern2, string)) "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## 匹配多种可能 使用 []"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "<_sre.SRE_Match object; span=(4, 7), match='run'>\n"
+ ]
+ }
+ ],
+ "source": [
+ "# multiple patterns (\"run\" or \"ran\")\n",
+ "ptn = r\"r[au]n\" \n",
+ "print(re.search(ptn, \"dog runs to cat\")) "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## 匹配更多种可能"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "None\n",
+ "<_sre.SRE_Match object; span=(4, 7), match='run'>\n",
+ "<_sre.SRE_Match object; span=(4, 7), match='r2n'>\n",
+ "<_sre.SRE_Match object; span=(4, 7), match='run'>\n"
+ ]
+ }
+ ],
+ "source": [
+ "# continue\n",
+ "print(re.search(r\"r[A-Z]n\", \"dog runs to cat\")) \n",
+ "print(re.search(r\"r[a-z]n\", \"dog runs to cat\")) \n",
+ "print(re.search(r\"r[0-9]n\", \"dog r2ns to cat\")) \n",
+ "print(re.search(r\"r[0-9a-z]n\", \"dog runs to cat\")) "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## 特殊种类匹配"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### 数字"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "<_sre.SRE_Match object; span=(4, 7), match='r4n'>\n",
+ "<_sre.SRE_Match object; span=(0, 3), match='run'>\n"
+ ]
+ }
+ ],
+ "source": [
+ "# \\d : decimal digit\n",
+ "print(re.search(r\"r\\dn\", \"run r4n\")) \n",
+ "# \\D : any non-decimal digit\n",
+ "print(re.search(r\"r\\Dn\", \"run r4n\")) \n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### 空白"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "<_sre.SRE_Match object; span=(0, 3), match='r\\nn'>\n",
+ "<_sre.SRE_Match object; span=(4, 7), match='r4n'>\n"
+ ]
+ }
+ ],
+ "source": [
+ "# \\s : any white space [\\t\\n\\r\\f\\v]\n",
+ "print(re.search(r\"r\\sn\", \"r\\nn r4n\")) \n",
+ "# \\S : opposite to \\s, any non-white space\n",
+ "print(re.search(r\"r\\Sn\", \"r\\nn r4n\")) \n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### 所有字母数字和\"_\""
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "<_sre.SRE_Match object; span=(4, 7), match='r4n'>\n",
+ "<_sre.SRE_Match object; span=(0, 3), match='r\\nn'>\n"
+ ]
+ }
+ ],
+ "source": [
+ "# \\w : [a-zA-Z0-9_]\n",
+ "print(re.search(r\"r\\wn\", \"r\\nn r4n\")) \n",
+ "# \\W : opposite to \\w\n",
+ "print(re.search(r\"r\\Wn\", \"r\\nn r4n\")) \n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### 空白字符"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "<_sre.SRE_Match object; span=(4, 8), match='runs'>\n",
+ "<_sre.SRE_Match object; span=(5, 11), match=' runs '>\n"
+ ]
+ }
+ ],
+ "source": [
+ "# \\b : empty string (only at the start or end of the word)\n",
+ "print(re.search(r\"\\bruns\\b\", \"dog runs to cat\")) \n",
+ "# \\B : empty string (but not at the start or end of a word)\n",
+ "print(re.search(r\"\\B runs \\B\", \"dog runs to cat\")) \n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### 特殊字符 任意字符"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "<_sre.SRE_Match object; span=(0, 5), match='runs\\\\'>\n",
+ "<_sre.SRE_Match object; span=(0, 3), match='r[n'>\n"
+ ]
+ }
+ ],
+ "source": [
+ "# \\\\ : match \\\n",
+ "print(re.search(r\"runs\\\\\", \"runs\\ to me\")) \n",
+ "# . : match anything (except \\n)\n",
+ "print(re.search(r\"r.n\", \"r[ns to me\")) \n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### 句尾句首"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "<_sre.SRE_Match object; span=(0, 3), match='dog'>\n",
+ "<_sre.SRE_Match object; span=(12, 15), match='cat'>\n"
+ ]
+ }
+ ],
+ "source": [
+ "# ^ : match line beginning\n",
+ "print(re.search(r\"^dog\", \"dog runs to cat\")) \n",
+ "# $ : match line ending\n",
+ "print(re.search(r\"cat$\", \"dog runs to cat\")) \n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### 是否"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "<_sre.SRE_Match object; span=(0, 6), match='Monday'>\n",
+ "<_sre.SRE_Match object; span=(0, 3), match='Mon'>\n"
+ ]
+ }
+ ],
+ "source": [
+ "# ? : may or may not occur\n",
+ "print(re.search(r\"Mon(day)?\", \"Monday\")) \n",
+ "print(re.search(r\"Mon(day)?\", \"Mon\")) "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## 多行匹配"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "None\n",
+ "<_sre.SRE_Match object; span=(18, 19), match='I'>\n"
+ ]
+ }
+ ],
+ "source": [
+ "# multi-line\n",
+ "string = \"\"\"\n",
+ "dog runs to cat.\n",
+ "I run to dog.\n",
+ "\"\"\"\n",
+ "print(re.search(r\"^I\", string)) \n",
+ "print(re.search(r\"^I\", string, flags=re.M)) "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## 0或多次"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "<_sre.SRE_Match object; span=(0, 1), match='a'>\n",
+ "<_sre.SRE_Match object; span=(0, 6), match='abbbbb'>\n"
+ ]
+ }
+ ],
+ "source": [
+ "# * : occur 0 or more times\n",
+ "print(re.search(r\"ab*\", \"a\")) \n",
+ "print(re.search(r\"ab*\", \"abbbbb\")) \n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## 1或多次"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "None\n",
+ "<_sre.SRE_Match object; span=(0, 6), match='abbbbb'>\n"
+ ]
+ }
+ ],
+ "source": [
+ "# + : occur 1 or more times\n",
+ "print(re.search(r\"ab+\", \"a\")) \n",
+ "print(re.search(r\"ab+\", \"abbbbb\")) \n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## 可选次数"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "None\n",
+ "<_sre.SRE_Match object; span=(0, 6), match='abbbbb'>\n"
+ ]
+ }
+ ],
+ "source": [
+ "# {n, m} : occur n to m times\n",
+ "print(re.search(r\"ab{2,10}\", \"a\")) \n",
+ "print(re.search(r\"ab{2,10}\", \"abbbbb\")) \n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## group 组"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "021523, Date: Feb/12/2017\n",
+ "021523\n",
+ "Feb/12/2017\n"
+ ]
+ }
+ ],
+ "source": [
+ "# group\n",
+ "match = re.search(r\"(\\d+), Date: (.+)\", \"ID: 021523, Date: Feb/12/2017\")\n",
+ "print(match.group()) \n",
+ "print(match.group(1)) \n",
+ "print(match.group(2)) "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "021523\n",
+ "Feb/12/2017\n"
+ ]
+ }
+ ],
+ "source": [
+ "match = re.search(r\"(?P\\d+), Date: (?P.+)\", \"ID: 021523, Date: Feb/12/2017\")\n",
+ "print(match.group('id')) \n",
+ "print(match.group('date')) "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## 寻找所有匹配 "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "['run', 'ran']\n"
+ ]
+ }
+ ],
+ "source": [
+ "# findall\n",
+ "print(re.findall(r\"r[ua]n\", \"run ran ren\")) "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "['run', 'ran']\n"
+ ]
+ }
+ ],
+ "source": [
+ "# | : or\n",
+ "print(re.findall(r\"(run|ran)\", \"run ran ren\")) "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## 替换"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "dog catches to cat\n"
+ ]
+ }
+ ],
+ "source": [
+ "# re.sub() replace\n",
+ "print(re.sub(r\"r[au]ns\", \"catches\", \"dog runs to cat\")) "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## 分裂"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "['a', 'b', 'c', 'd', 'e']\n"
+ ]
+ }
+ ],
+ "source": [
+ "# re.split()\n",
+ "print(re.split(r\"[,;\\.]\", \"a;b,c.d;e\")) \n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## compile"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 24,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "<_sre.SRE_Match object; span=(4, 7), match='ran'>\n"
+ ]
+ }
+ ],
+ "source": [
+ "# compile\n",
+ "compiled_re = re.compile(r\"r[ua]n\")\n",
+ "print(compiled_re.search(\"dog ran to cat\")) "
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.5.1"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 1
+}
diff --git a/kerasTUT/10-save.py b/kerasTUT/10-save.py
index 8838296..ff2670f 100644
--- a/kerasTUT/10-save.py
+++ b/kerasTUT/10-save.py
@@ -1,6 +1,6 @@
"""
To know more or get code samples, please visit my website:
-https://morvanzhou.github.io/tutorials/
+https://mofanpy.com/tutorials/
Or search: 莫烦Python
Thank you for supporting!
"""
diff --git a/kerasTUT/2-installation.py b/kerasTUT/2-installation.py
index 7c8c921..51765ef 100644
--- a/kerasTUT/2-installation.py
+++ b/kerasTUT/2-installation.py
@@ -1,6 +1,6 @@
"""
To know more or get code samples, please visit my website:
-https://morvanzhou.github.io/tutorials/
+https://mofanpy.com/tutorials/
Or search: 莫烦Python
Thank you for supporting!
"""
diff --git a/kerasTUT/3-backend.py b/kerasTUT/3-backend.py
index 93a68e9..8e7ee00 100644
--- a/kerasTUT/3-backend.py
+++ b/kerasTUT/3-backend.py
@@ -1,6 +1,6 @@
"""
To know more or get code samples, please visit my website:
-https://morvanzhou.github.io/tutorials/
+https://mofanpy.com/tutorials/
Or search: 莫烦Python
Thank you for supporting!
"""
diff --git a/kerasTUT/4-regressor_example.py b/kerasTUT/4-regressor_example.py
index e41e2ad..2af1e03 100644
--- a/kerasTUT/4-regressor_example.py
+++ b/kerasTUT/4-regressor_example.py
@@ -1,6 +1,6 @@
"""
To know more or get code samples, please visit my website:
-https://morvanzhou.github.io/tutorials/
+https://mofanpy.com/tutorials/
Or search: 莫烦Python
Thank you for supporting!
"""
diff --git a/kerasTUT/5-classifier_example.py b/kerasTUT/5-classifier_example.py
index 20cecb3..9e744c6 100644
--- a/kerasTUT/5-classifier_example.py
+++ b/kerasTUT/5-classifier_example.py
@@ -1,6 +1,6 @@
"""
To know more or get code samples, please visit my website:
-https://morvanzhou.github.io/tutorials/
+https://mofanpy.com/tutorials/
Or search: 莫烦Python
Thank you for supporting!
"""
diff --git a/kerasTUT/6-CNN_example.py b/kerasTUT/6-CNN_example.py
index a2223ad..eda3ec8 100644
--- a/kerasTUT/6-CNN_example.py
+++ b/kerasTUT/6-CNN_example.py
@@ -1,6 +1,6 @@
"""
To know more or get code samples, please visit my website:
-https://morvanzhou.github.io/tutorials/
+https://mofanpy.com/tutorials/
Or search: 莫烦Python
Thank you for supporting!
"""
diff --git a/kerasTUT/7-RNN_Classifier_example.py b/kerasTUT/7-RNN_Classifier_example.py
index 92001df..368c357 100644
--- a/kerasTUT/7-RNN_Classifier_example.py
+++ b/kerasTUT/7-RNN_Classifier_example.py
@@ -1,6 +1,6 @@
"""
To know more or get code samples, please visit my website:
-https://morvanzhou.github.io/tutorials/
+https://mofanpy.com/tutorials/
Or search: 莫烦Python
Thank you for supporting!
"""
diff --git a/kerasTUT/8-RNN_LSTM_Regressor_example.py b/kerasTUT/8-RNN_LSTM_Regressor_example.py
index 0b6581d..83aee5e 100644
--- a/kerasTUT/8-RNN_LSTM_Regressor_example.py
+++ b/kerasTUT/8-RNN_LSTM_Regressor_example.py
@@ -1,6 +1,6 @@
"""
To know more or get code samples, please visit my website:
-https://morvanzhou.github.io/tutorials/
+https://mofanpy.com/tutorials/
Or search: 莫烦Python
Thank you for supporting!
"""
diff --git a/kerasTUT/9-Autoencoder_example.py b/kerasTUT/9-Autoencoder_example.py
index 2cf8cce..754c2bd 100644
--- a/kerasTUT/9-Autoencoder_example.py
+++ b/kerasTUT/9-Autoencoder_example.py
@@ -1,6 +1,6 @@
"""
To know more or get code samples, please visit my website:
-https://morvanzhou.github.io/tutorials/
+https://mofanpy.com/tutorials/
Or search: 莫烦Python
Thank you for supporting!
"""
diff --git a/kerasTUT/README.md b/kerasTUT/README.md
index 55f37c4..0427e98 100644
--- a/kerasTUT/README.md
+++ b/kerasTUT/README.md
@@ -2,19 +2,19 @@
In these tutorials for Tensorflow, we will build our first Neural Network and try to build some advanced Neural Network architectures developed recent years.
-All methods mentioned below have their video and text tutorial in Chinese. Visit [莫烦 Python](https://morvanzhou.github.io/tutorials/) for more.
+All methods mentioned below have their video and text tutorial in Chinese. Visit [莫烦 Python](https://mofanpy.com/) for more.
If you speak Chinese, you can watch my [Youtube channel](https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg) as well.
-* [Install](https://github.com/MorvanZhou/tutorials/blob/master/kerasTUT/2-installation.py)
-* [Backend (Tensorflow/Theano)](https://github.com/MorvanZhou/tutorials/blob/master/kerasTUT/3-backend.py)
+* [Install](2-installation.py)
+* [Backend (Tensorflow/Theano)](3-backend.py)
* Networks
- * [Simple Regressor](https://github.com/MorvanZhou/tutorials/blob/master/kerasTUT/4-regressor_example.py)
- * [Simple Classifier](https://github.com/MorvanZhou/tutorials/blob/master/kerasTUT/5-classifier_example.py)
- * [CNN](https://github.com/MorvanZhou/tutorials/blob/master/kerasTUT/6-CNN_example.py)
- * [RNN classifier](https://github.com/MorvanZhou/tutorials/blob/master/kerasTUT/7-RNN_Classifier_example.py)
- * [RNN LSTM regressor](https://github.com/MorvanZhou/tutorials/blob/master/kerasTUT/8-RNN_LSTM_Regressor_example.py)
- * [Autoencoder](https://github.com/MorvanZhou/tutorials/blob/master/kerasTUT/9-Autoencoder_example.py)
+ * [Simple Regressor](4-regressor_example.py)
+ * [Simple Classifier](5-classifier_example.py)
+ * [CNN](6-CNN_example.py)
+ * [RNN classifier](7-RNN_Classifier_example.py)
+ * [RNN LSTM regressor](8-RNN_LSTM_Regressor_example.py)
+ * [Autoencoder](9-Autoencoder_example.py)
# Donation
@@ -31,7 +31,7 @@ If you speak Chinese, you can watch my [Youtube channel](https://www.youtube.com
\ No newline at end of file
diff --git a/matplotlibTUT/README.md b/matplotlibTUT/README.md
index b260de2..5dbf09e 100644
--- a/matplotlibTUT/README.md
+++ b/matplotlibTUT/README.md
@@ -1,50 +1,50 @@
# Python Matplotlib methods and tutorials
-All methods mentioned below have their video and text tutorial in Chinese. Visit [莫烦 Python](https://morvanzhou.github.io/tutorials/) for more.
+All methods mentioned below have their video and text tutorial in Chinese. Visit [莫烦 Python](https://mofanpy.com/tutorials/) for more.
-* [Install](https://github.com/MorvanZhou/tutorials/blob/master/matplotlibTUT/plt2_install.py)
-* [Basic usage](https://github.com/MorvanZhou/tutorials/blob/master/matplotlibTUT/plt3_simple_plot.py)
- * [Figure](https://github.com/MorvanZhou/tutorials/blob/master/matplotlibTUT/plt4_figure.py)
- * [Axis setting1](https://github.com/MorvanZhou/tutorials/blob/master/matplotlibTUT/plt5_ax_setting1.py)
- * [Axis setting2](https://github.com/MorvanZhou/tutorials/blob/master/matplotlibTUT/plt6_ax_setting2.py)
- * [Legend](https://github.com/MorvanZhou/tutorials/blob/master/matplotlibTUT/plt7_legend.py)
- * [Annotation](https://github.com/MorvanZhou/tutorials/blob/master/matplotlibTUT/plt8_annotation.py)
- * [Deal with Tick](https://github.com/MorvanZhou/tutorials/blob/master/matplotlibTUT/plt9_tick_visibility.py)
+* [Install](plt2_install.py)
+* [Basic usage](plt3_simple_plot.py)
+ * [Figure](plt4_figure.py)
+ * [Axis setting1](plt5_ax_setting1.py)
+ * [Axis setting2](plt6_ax_setting2.py)
+ * [Legend](plt7_legend.py)
+ * [Annotation](plt8_annotation.py)
+ * [Deal with Tick](plt9_tick_visibility.py)
* Drawing
- * [Scatter](https://github.com/MorvanZhou/tutorials/blob/master/matplotlibTUT/plt10_scatter.py)
- * [Bar](https://github.com/MorvanZhou/tutorials/blob/master/matplotlibTUT/plt11_bar.py)
- * [Contours](https://github.com/MorvanZhou/tutorials/blob/master/matplotlibTUT/plt12_contours.py)
- * [Image](https://github.com/MorvanZhou/tutorials/blob/master/matplotlibTUT/plt13_image.py)
- * [3D plot](https://github.com/MorvanZhou/tutorials/blob/master/matplotlibTUT/plt14_3d.py)
+ * [Scatter](plt10_scatter.py)
+ * [Bar](plt11_bar.py)
+ * [Contours](plt12_contours.py)
+ * [Image](plt13_image.py)
+ * [3D plot](plt14_3d.py)
* Subplots
- * [Subplot1](https://github.com/MorvanZhou/tutorials/blob/master/matplotlibTUT/plt15_subplot.py)
- * [Grid Subplot](https://github.com/MorvanZhou/tutorials/blob/master/matplotlibTUT/plt16_grid_subplot.py)
- * [Plot in Plot](https://github.com/MorvanZhou/tutorials/blob/master/matplotlibTUT/plt17_plot_in_plot.py)
- * [Second y-axis](https://github.com/MorvanZhou/tutorials/blob/master/matplotlibTUT/plt18_secondary_yaxis.py)
+ * [Subplot1](plt15_subplot.py)
+ * [Grid Subplot](plt16_grid_subplot.py)
+ * [Plot in Plot](plt17_plot_in_plot.py)
+ * [Second y-axis](plt18_secondary_yaxis.py)
* Animation
- * [Function Animation](https://github.com/MorvanZhou/tutorials/blob/master/matplotlibTUT/plt19_animation.py)
+ * [Function Animation](plt19_animation.py)
# Some plots from these tutorials:
-
+
-
+
-
+
-
+
-
+
-
+
-
+
-
+
-
+
# Donation
@@ -60,7 +60,7 @@ All methods mentioned below have their video and text tutorial in Chinese. Visit
\ No newline at end of file
diff --git a/pyTorch tutorial/README.md b/pyTorch tutorial/README.md
index b26a2ce..660a0c8 100644
--- a/pyTorch tutorial/README.md
+++ b/pyTorch tutorial/README.md
@@ -1,6 +1,6 @@
- 
+ 
@@ -10,11 +10,11 @@
# This pyTorch Tutorial has been moved to anther independent repo:
-[https://github.com/MorvanZhou/PyTorch-Tutorial](https://github.com/MorvanZhou/PyTorch-Tutorial)
+[/MorvanZhou/PyTorch-Tutorial](/MorvanZhou/PyTorch-Tutorial)
# 请注意, 这个 PyTorch 的教程代码已经被移至另一个网页:
-[https://github.com/MorvanZhou/PyTorch-Tutorial](https://github.com/MorvanZhou/PyTorch-Tutorial)
+[/MorvanZhou/PyTorch-Tutorial](/MorvanZhou/PyTorch-Tutorial)
# Donation
@@ -31,7 +31,7 @@
diff --git a/tensorflowTUT/README.md b/tensorflowTUT/README.md
index 934e55a..2637277 100644
--- a/tensorflowTUT/README.md
+++ b/tensorflowTUT/README.md
@@ -1,6 +1,6 @@
- 
+ 
@@ -14,38 +14,38 @@
In these tutorials for Tensorflow, we will build our first Neural Network and try to build some advanced Neural Network architectures developed recent years.
-All methods mentioned below have their video and text tutorial in Chinese. Visit [莫烦 Python](https://morvanzhou.github.io/tutorials/) for more.
+All methods mentioned below have their video and text tutorial in Chinese. Visit [莫烦 Python](https://mofanpy.com/tutorials/) for more.
If you speak Chinese, you can watch my [Youtube channel](https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg) as well.
**As many requests about making these tutorials available in English, please find them in this playlist:** ([https://www.youtube.com/playlist?list=PLXO45tsB95cJHXaDKpbwr5fC_CCYylw1f](https://www.youtube.com/playlist?list=PLXO45tsB95cJHXaDKpbwr5fC_CCYylw1f))
* Tensorflow Basic
- * [Basic example](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf5_example2/full_code.py)
- * [Session](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tensorflow6_session.py)
- * [Variable](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tensorflow7_variable.py)
- * [Placeholder](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tensorflow8_feeds.py)
+ * [Basic example](tf5_example2/full_code.py)
+ * [Session](tensorflow6_session.py)
+ * [Variable](tensorflow7_variable.py)
+ * [Placeholder](tensorflow8_feeds.py)
* Build your first NN
- * [Adding layer](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tensorflow10_def_add_layer.py)
- * [Build NN](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf11_build_network/full_code.py)
- * [Visualize update](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf12_plot_result/full_code.py)
+ * [Adding layer](tensorflow10_def_add_layer.py)
+ * [Build NN](tf11_build_network/full_code.py)
+ * [Visualize update](tf12_plot_result/full_code.py)
* Tensorboard
- * [Visualization 1](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf14_tensorboard/full_code.py)
- * [Visualization 2](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf15_tensorboard/full_code.py)
-* [Classification](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf16_classification/full_code.py)
-* [Overfitting and dropout](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf17_dropout/full_code.py)
-* [Save Network](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf19_saver.py)
+ * [Visualization 1](tf14_tensorboard/full_code.py)
+ * [Visualization 2](tf15_tensorboard/full_code.py)
+* [Classification](tf16_classification/full_code.py)
+* [Overfitting and dropout](tf17_dropout/full_code.py)
+* [Save Network](tf19_saver.py)
* CNN
- * [CNN layers](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf18_CNN2/full_code.py)
- * [CNN training](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf18_CNN3/full_code.py)
+ * [CNN layers](tf18_CNN2/full_code.py)
+ * [CNN training](tf18_CNN3/full_code.py)
* RNN
- * [Classification](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf20_RNN2/full_code.py)
- * [Regression](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf20_RNN2.2/full_code.py)
-* [Autoencoder](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf21_autoencoder/full_code.py)
+ * [Classification](tf20_RNN2/full_code.py)
+ * [Regression](tf20_RNN2.2/full_code.py)
+* [Autoencoder](tf21_autoencoder/full_code.py)
* Scope
- * [Scope in TF](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf22_scope/tf22_scope.py)
- * [Training Testing for RNN](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf22_scope/tf22_RNN_scope.py)
-* [Batch Normalization](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf23_BN/tf23_BN.py)
+ * [Scope in TF](tf22_scope/tf22_scope.py)
+ * [Training Testing for RNN](tf22_scope/tf22_RNN_scope.py)
+* [Batch Normalization](tf23_BN/tf23_BN.py)
@@ -63,7 +63,7 @@ If you speak Chinese, you can watch my [Youtube channel](https://www.youtube.com
diff --git a/tensorflowTUT/tf15_tensorboard/logs/events.out.tfevents.1494075549.Morvan b/tensorflowTUT/tf15_tensorboard/logs/events.out.tfevents.1494075549.Morvan
new file mode 100644
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diff --git a/tensorflowTUT/tf20_RNN2.2/logs/events.out.tfevents.1490697566.Morvan b/tensorflowTUT/tf20_RNN2.2/logs/events.out.tfevents.1490697566.Morvan
new file mode 100644
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diff --git a/tensorflowTUT/tf20_RNN2.2/logs/events.out.tfevents.1490697588.Morvan b/tensorflowTUT/tf20_RNN2.2/logs/events.out.tfevents.1490697588.Morvan
new file mode 100644
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diff --git a/tensorflowTUT/tf20_RNN2.2/logs/events.out.tfevents.1493818356.Morvan b/tensorflowTUT/tf20_RNN2.2/logs/events.out.tfevents.1493818356.Morvan
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diff --git a/tensorflowTUT/tf20_RNN2/MNIST_data/t10k-images-idx3-ubyte.gz b/tensorflowTUT/tf20_RNN2/MNIST_data/t10k-images-idx3-ubyte.gz
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diff --git a/tensorflowTUT/tf20_RNN2/MNIST_data/t10k-labels-idx1-ubyte.gz b/tensorflowTUT/tf20_RNN2/MNIST_data/t10k-labels-idx1-ubyte.gz
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diff --git a/tensorflowTUT/tf20_RNN2/MNIST_data/train-images-idx3-ubyte.gz b/tensorflowTUT/tf20_RNN2/MNIST_data/train-images-idx3-ubyte.gz
new file mode 100644
index 0000000..b50e4b6
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diff --git a/tensorflowTUT/tf20_RNN2/MNIST_data/train-labels-idx1-ubyte.gz b/tensorflowTUT/tf20_RNN2/MNIST_data/train-labels-idx1-ubyte.gz
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diff --git a/tensorflowTUT/tf21_autoencoder/full_code.py b/tensorflowTUT/tf21_autoencoder/full_code.py
index 4705b23..10097ce 100644
--- a/tensorflowTUT/tf21_autoencoder/full_code.py
+++ b/tensorflowTUT/tf21_autoencoder/full_code.py
@@ -1,6 +1,6 @@
# View more python learning tutorial on my Youtube and Youku channel!!!
-# My tutorial website: https://morvanzhou.github.io/tutorials/
+# My tutorial website: https://mofanpy.com/tutorials/
from __future__ import division, print_function, absolute_import
diff --git a/tensorflowTUT/tf22_scope/tf22_RNN_scope.py b/tensorflowTUT/tf22_scope/tf22_RNN_scope.py
index d816b48..15715c9 100644
--- a/tensorflowTUT/tf22_scope/tf22_RNN_scope.py
+++ b/tensorflowTUT/tf22_scope/tf22_RNN_scope.py
@@ -1,4 +1,4 @@
-# visit https://morvanzhou.github.io/tutorials/ for more!
+# visit https://mofanpy.com/tutorials/ for more!
# 22 scope (name_scope/variable_scope)
diff --git a/tensorflowTUT/tf22_scope/tf22_scope.py b/tensorflowTUT/tf22_scope/tf22_scope.py
index 0906957..c7972b0 100644
--- a/tensorflowTUT/tf22_scope/tf22_scope.py
+++ b/tensorflowTUT/tf22_scope/tf22_scope.py
@@ -1,4 +1,4 @@
-# visit https://morvanzhou.github.io/tutorials/ for more!
+# visit https://mofanpy.com/tutorials/ for more!
# 22 scope (name_scope/variable_scope)
diff --git a/tensorflowTUT/tf23_BN/tf23_BN.py b/tensorflowTUT/tf23_BN/tf23_BN.py
index 592462b..bb46188 100644
--- a/tensorflowTUT/tf23_BN/tf23_BN.py
+++ b/tensorflowTUT/tf23_BN/tf23_BN.py
@@ -1,5 +1,5 @@
"""
-visit https://morvanzhou.github.io/tutorials/ for more!
+visit https://mofanpy.com/tutorials/ for more!
Build two networks.
1. Without batch normalization
diff --git a/theanoTUT/README.md b/theanoTUT/README.md
index cc4161f..18c4c6d 100644
--- a/theanoTUT/README.md
+++ b/theanoTUT/README.md
@@ -1,22 +1,22 @@
# Python Theano methods and tutorials
-All methods mentioned below have their video and text tutorial in Chinese. Visit [莫烦 Python](https://morvanzhou.github.io/tutorials/) for more.
+All methods mentioned below have their video and text tutorial in Chinese. Visit [莫烦 Python](https://mofanpy.com/tutorials/) for more.
-* [Install](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano2_install.py)
-* [Example of Machine Learning](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano3_what_does_ML_do.py)
+* [Install](theano2_install.py)
+* [Example of Machine Learning](theano3_what_does_ML_do.py)
* Basic
- * [Basic Usage](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano4_basic_usage.py)
- * [Function](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano5_function.py)
- * [Shared Variable](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano6_shared_variable.py)
- * [Activation Function](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano7_activation_function.py)
+ * [Basic Usage](theano4_basic_usage.py)
+ * [Function](theano5_function.py)
+ * [Shared Variable](theano6_shared_variable.py)
+ * [Activation Function](theano7_activation_function.py)
* Build a Network
- * [Layer](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano8_Layer_class.py)
- * [Regression](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano9_regression_nn/full_code.py)
- * [Visualize Regression](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano10_regression_visualization/full_code.py)
- * [Classification](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano11_classification_nn/full_code.py)
- * [Regularization](https://github.com/MorvanZhou/tutorials/tree/master/theanoTUT/theano12_regularization)
- * [Save model](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano13_save/full_code.py)
+ * [Layer](theano8_Layer_class.py)
+ * [Regression](theano9_regression_nn/full_code.py)
+ * [Visualize Regression](theano10_regression_visualization/full_code.py)
+ * [Classification](theano11_classification_nn/full_code.py)
+ * [Regularization](https://github.com/MorvanZhou/tutorials/tree/master/theano12_regularization)
+ * [Save model](theano13_save/full_code.py)
# Donation
@@ -32,7 +32,7 @@ All methods mentioned below have their video and text tutorial in Chinese. Visit
\ No newline at end of file
