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<?xml version="1.0" encoding="utf-8"?>
<feed xmlns="http://www.w3.org/2005/Atom">
<title>SimpleAI</title>
<icon>http://0520.tech/icon.png</icon>
<subtitle>记录一个AI领域搬砖工的日常</subtitle>
<link href="/feed.xml" rel="self"/>
<link href="http://0520.tech/"/>
<updated>2020-06-16T13:17:38.099Z</updated>
<id>http://0520.tech/</id>
<author>
<name>seven</name>
</author>
<generator uri="https://hexo.io/">Hexo</generator>
<entry>
<title>知识图谱综述</title>
<link href="http://0520.tech/2020/06/kg/"/>
<id>http://0520.tech/2020/06/kg/</id>
<published>2020-06-16T13:00:00.000Z</published>
<updated>2020-06-16T13:17:38.099Z</updated>
<summary type="html">
<h2 id="知识图谱"><a href="#知识图谱" class="headerlink" title="知识图谱"></a>知识图谱</h2><h3 id="图谱简述"><a href="#图谱简述" class="headerlink"
</summary>
<category term="知识图谱" scheme="http://0520.tech/categories/%E7%9F%A5%E8%AF%86%E5%9B%BE%E8%B0%B1/"/>
<category term="深度学习" scheme="http://0520.tech/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/"/>
<category term="自然语言处理" scheme="http://0520.tech/tags/%E8%87%AA%E7%84%B6%E8%AF%AD%E8%A8%80%E5%A4%84%E7%90%86/"/>
<category term="知识图谱" scheme="http://0520.tech/tags/%E7%9F%A5%E8%AF%86%E5%9B%BE%E8%B0%B1/"/>
</entry>
<entry>
<title>强化学习仿真环境搭建</title>
<link href="http://0520.tech/2020/06/DRL-gym/"/>
<id>http://0520.tech/2020/06/DRL-gym/</id>
<published>2020-06-11T02:00:00.000Z</published>
<updated>2020-06-11T02:27:42.642Z</updated>
<summary type="html">
<h2 id="环境介绍"><a href="#环境介绍" class="headerlink" title="环境介绍"></a>环境介绍</h2><p>我们使用的仿真环境为OpenAI 的gym(<a
</summary>
<category term="深度强化学习" scheme="http://0520.tech/categories/%E6%B7%B1%E5%BA%A6%E5%BC%BA%E5%8C%96%E5%AD%A6%E4%B9%A0/"/>
<category term="DRL" scheme="http://0520.tech/tags/DRL/"/>
<category term="强化学习" scheme="http://0520.tech/tags/%E5%BC%BA%E5%8C%96%E5%AD%A6%E4%B9%A0/"/>
<category term="gym，环境搭建" scheme="http://0520.tech/tags/gym%EF%BC%8C%E7%8E%AF%E5%A2%83%E6%90%AD%E5%BB%BA/"/>
</entry>
<entry>
<title>自然语言处理之命名实体识别</title>
<link href="http://0520.tech/2020/06/nlp-ner/"/>
<id>http://0520.tech/2020/06/nlp-ner/</id>
<published>2020-06-03T02:00:00.000Z</published>
<updated>2020-06-03T07:09:25.197Z</updated>
<summary type="html">
<h3 id="NLP之命名实体识别（NER）"><a href="#NLP之命名实体识别（NER）" class="headerlink" title="NLP之命名实体识别（NER）"></a>NLP之命名实体识别（NER）</h3><h4 id="实体概念"><a
</summary>
<category term="自然语言处理" scheme="http://0520.tech/categories/%E8%87%AA%E7%84%B6%E8%AF%AD%E8%A8%80%E5%A4%84%E7%90%86/"/>
<category term="深度学习" scheme="http://0520.tech/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/"/>
<category term="自然语言处理" scheme="http://0520.tech/tags/%E8%87%AA%E7%84%B6%E8%AF%AD%E8%A8%80%E5%A4%84%E7%90%86/"/>
<category term="命名实体识别" scheme="http://0520.tech/tags/%E5%91%BD%E5%90%8D%E5%AE%9E%E4%BD%93%E8%AF%86%E5%88%AB/"/>
</entry>
<entry>
<title>自然语言处理之文本数据增强</title>
<link href="http://0520.tech/2020/06/text_EDA/"/>
<id>http://0520.tech/2020/06/text_EDA/</id>
<published>2020-06-03T02:00:00.000Z</published>
<updated>2020-06-03T07:09:42.498Z</updated>
<summary type="html">
<h3 id="概述"><a href="#概述" class="headerlink"
</summary>
<category term="自然语言处理" scheme="http://0520.tech/categories/%E8%87%AA%E7%84%B6%E8%AF%AD%E8%A8%80%E5%A4%84%E7%90%86/"/>
<category term="深度学习" scheme="http://0520.tech/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/"/>
<category term="自然语言处理" scheme="http://0520.tech/tags/%E8%87%AA%E7%84%B6%E8%AF%AD%E8%A8%80%E5%A4%84%E7%90%86/"/>
<category term="数据增强" scheme="http://0520.tech/tags/%E6%95%B0%E6%8D%AE%E5%A2%9E%E5%BC%BA/"/>
</entry>
<entry>
<title>机器学习模型部署-simple-tensorflow-serving</title>
<link href="http://0520.tech/2019/06/serving/"/>
<id>http://0520.tech/2019/06/serving/</id>
<published>2019-06-12T02:00:00.000Z</published>
<updated>2020-06-03T08:11:57.431Z</updated>
<summary type="html">
<h3 id="simple-tensorflow-serving"><a href="#simple-tensorflow-serving" class="headerlink" title=" simple-tensorflow-serving"></a><a
</summary>
<category term="TensorFlow" scheme="http://0520.tech/categories/TensorFlow/"/>
<category term="深度学习" scheme="http://0520.tech/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/"/>
<category term="tensorflow" scheme="http://0520.tech/tags/tensorflow/"/>
<category term="serving" scheme="http://0520.tech/tags/serving/"/>
</entry>
<entry>
<title>【RCNN系列】Faster RCNN</title>
<link href="http://0520.tech/2019/04/object-detection-FasterRCNN/"/>
<id>http://0520.tech/2019/04/object-detection-FasterRCNN/</id>
<published>2019-04-10T02:00:00.000Z</published>
<updated>2020-06-03T08:18:05.682Z</updated>
<summary type="html">
<h3 id="论文原文"><a href="#论文原文" class="headerlink" title="论文原文"></a>论文原文</h3><p>链接：<a href="https://arxiv.org/abs/1506.01497" target="_blank"
</summary>
<category term="目标检测" scheme="http://0520.tech/categories/%E7%9B%AE%E6%A0%87%E6%A3%80%E6%B5%8B/"/>
<category term="深度学习" scheme="http://0520.tech/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/"/>
<category term="Faster RCNN" scheme="http://0520.tech/tags/Faster-RCNN/"/>
</entry>
<entry>
<title>【RCNN系列】Fast RCNN</title>
<link href="http://0520.tech/2019/04/object-detection-FastRCNN/"/>
<id>http://0520.tech/2019/04/object-detection-FastRCNN/</id>
<published>2019-04-09T02:00:00.000Z</published>
<updated>2020-06-03T04:06:24.510Z</updated>
<summary type="html">
<h3 id="论文原文"><a href="#论文原文" class="headerlink" title="论文原文"></a>论文原文</h3><p>链接：<a href="https://arxiv.org/pdf/1504.08083.pdf"
</summary>
<category term="目标检测" scheme="http://0520.tech/categories/%E7%9B%AE%E6%A0%87%E6%A3%80%E6%B5%8B/"/>
<category term="深度学习" scheme="http://0520.tech/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/"/>
<category term="Fast RCNN" scheme="http://0520.tech/tags/Fast-RCNN/"/>
</entry>
<entry>
<title>【RCNN系列】SPPNet</title>
<link href="http://0520.tech/2019/04/object-detection-SPPNet/"/>
<id>http://0520.tech/2019/04/object-detection-SPPNet/</id>
<published>2019-04-08T02:00:00.000Z</published>
<updated>2020-06-03T04:06:20.097Z</updated>
<summary type="html">
<h3 id="论文原文"><a href="#论文原文" class="headerlink" title="论文原文"></a>论文原文</h3><p>链接：<a href="https://arxiv.org/pdf/1406.4729.pdf"
</summary>
<category term="目标检测" scheme="http://0520.tech/categories/%E7%9B%AE%E6%A0%87%E6%A3%80%E6%B5%8B/"/>
<category term="深度学习" scheme="http://0520.tech/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/"/>
<category term="SPPNet" scheme="http://0520.tech/tags/SPPNet/"/>
</entry>
<entry>
<title>【RCNN系列】R-CNN</title>
<link href="http://0520.tech/2019/04/object-detection-RCNN/"/>
<id>http://0520.tech/2019/04/object-detection-RCNN/</id>
<published>2019-04-07T02:00:00.000Z</published>
<updated>2020-06-03T04:06:15.269Z</updated>
<summary type="html">
<h3 id="论文原文"><a href="#论文原文" class="headerlink" title="论文原文"></a>论文原文</h3><p>链接：<a href="https://arxiv.org/abs/1311.2524" target="_blank"
</summary>
<category term="目标检测" scheme="http://0520.tech/categories/%E7%9B%AE%E6%A0%87%E6%A3%80%E6%B5%8B/"/>
<category term="深度学习" scheme="http://0520.tech/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/"/>
<category term="R-CNN" scheme="http://0520.tech/tags/R-CNN/"/>
</entry>
<entry>
<title>pytorch实现风格变换</title>
<link href="http://0520.tech/2019/04/pytorch-style/"/>
<id>http://0520.tech/2019/04/pytorch-style/</id>
<published>2019-04-06T02:00:00.000Z</published>
<updated>2020-06-03T03:30:35.611Z</updated>
<summary type="html">
<h3 id="pytorch实现风格变换"><a href="#pytorch实现风格变换" class="headerlink" title="pytorch实现风格变换"></a>pytorch实现风格变换</h3><pre><code class="hljs
</summary>
<category term="Pytorch" scheme="http://0520.tech/categories/Pytorch/"/>
<category term="深度学习" scheme="http://0520.tech/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/"/>
<category term="Pytorch" scheme="http://0520.tech/tags/Pytorch/"/>
</entry>
<entry>
<title>pytorch实现对抗生成网络</title>
<link href="http://0520.tech/2019/04/pytorch-GAN/"/>
<id>http://0520.tech/2019/04/pytorch-GAN/</id>
<published>2019-04-05T02:00:00.000Z</published>
<updated>2020-06-03T03:30:27.922Z</updated>
<summary type="html">
<h3 id="pytorch实现对抗生成网络"><a href="#pytorch实现对抗生成网络" class="headerlink" title="pytorch实现对抗生成网络"></a>pytorch实现对抗生成网络</h3><pre><code
</summary>
<category term="Pytorch" scheme="http://0520.tech/categories/Pytorch/"/>
<category term="深度学习" scheme="http://0520.tech/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/"/>
<category term="Pytorch" scheme="http://0520.tech/tags/Pytorch/"/>
</entry>
<entry>
<title>pytorch实现LSTM网络</title>
<link href="http://0520.tech/2019/04/pytorch-LSTM/"/>
<id>http://0520.tech/2019/04/pytorch-LSTM/</id>
<published>2019-04-04T02:00:00.000Z</published>
<updated>2020-06-03T03:30:23.867Z</updated>
<summary type="html">
<h3 id="pytorch实现LSTM网络"><a href="#pytorch实现LSTM网络" class="headerlink" title="pytorch实现LSTM网络"></a>pytorch实现LSTM网络</h3><pre><code
</summary>
<category term="Pytorch" scheme="http://0520.tech/categories/Pytorch/"/>
<category term="深度学习" scheme="http://0520.tech/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/"/>
<category term="Pytorch" scheme="http://0520.tech/tags/Pytorch/"/>
</entry>
<entry>
<title>pytorch 实现卷积神经网络</title>
<link href="http://0520.tech/2019/04/pytorch-CNN/"/>
<id>http://0520.tech/2019/04/pytorch-CNN/</id>
<published>2019-04-03T02:00:00.000Z</published>
<updated>2020-06-03T03:30:20.103Z</updated>
<summary type="html">
<h3 id="pytorch-实现卷积神经网络"><a href="#pytorch-实现卷积神经网络" class="headerlink" title="pytorch 实现卷积神经网络"></a>pytorch 实现卷积神经网络</h3><pre><code
</summary>
<category term="Pytorch" scheme="http://0520.tech/categories/Pytorch/"/>
<category term="深度学习" scheme="http://0520.tech/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/"/>
<category term="Pytorch" scheme="http://0520.tech/tags/Pytorch/"/>
</entry>
<entry>
<title>PyTorch实现全连接神经网络</title>
<link href="http://0520.tech/2019/04/pytorch-DNN/"/>
<id>http://0520.tech/2019/04/pytorch-DNN/</id>
<published>2019-04-02T02:00:00.000Z</published>
<updated>2020-06-03T03:30:16.666Z</updated>
<summary type="html">
<h3 id="PyTorch实现全连接神经网络"><a href="#PyTorch实现全连接神经网络" class="headerlink" title="PyTorch实现全连接神经网络"></a>PyTorch实现全连接神经网络</h3><pre><code
</summary>
<category term="Pytorch" scheme="http://0520.tech/categories/Pytorch/"/>
<category term="深度学习" scheme="http://0520.tech/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/"/>
<category term="Pytorch" scheme="http://0520.tech/tags/Pytorch/"/>
</entry>
<entry>
<title>pytorch实现逻辑回归</title>
<link href="http://0520.tech/2019/04/pytorch-basic_function_logistics_regression/"/>
<id>http://0520.tech/2019/04/pytorch-basic_function_logistics_regression/</id>
<published>2019-04-01T02:00:00.000Z</published>
<updated>2020-06-03T03:30:12.565Z</updated>
<summary type="html">
<h3 id="pytorch实现逻辑回归"><a href="#pytorch实现逻辑回归" class="headerlink" title="pytorch实现逻辑回归"></a>pytorch实现逻辑回归</h3><pre><code class="hljs
</summary>
<category term="Pytorch" scheme="http://0520.tech/categories/Pytorch/"/>
<category term="深度学习" scheme="http://0520.tech/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/"/>
<category term="Pytorch" scheme="http://0520.tech/tags/Pytorch/"/>
</entry>
<entry>
<title>pytorch实现线性回归</title>
<link href="http://0520.tech/2019/03/pytorch-basic_function_lineregression/"/>
<id>http://0520.tech/2019/03/pytorch-basic_function_lineregression/</id>
<published>2019-03-31T02:00:00.000Z</published>
<updated>2020-06-03T03:30:08.366Z</updated>
<summary type="html">
<h3 id="pytorch实现线性回归"><a href="#pytorch实现线性回归" class="headerlink" title="pytorch实现线性回归"></a>pytorch实现线性回归</h3><pre><code class="hljs
</summary>
<category term="Pytorch" scheme="http://0520.tech/categories/Pytorch/"/>
<category term="深度学习" scheme="http://0520.tech/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/"/>
<category term="Pytorch" scheme="http://0520.tech/tags/Pytorch/"/>
</entry>
<entry>
<title>pytorch自动求导、numpy的转换、模型的存取</title>
<link href="http://0520.tech/2019/03/pytorch-basic_function_2/"/>
<id>http://0520.tech/2019/03/pytorch-basic_function_2/</id>
<published>2019-03-30T02:00:00.000Z</published>
<updated>2020-06-03T03:30:04.143Z</updated>
<summary type="html">
<h3 id="autograd自动求导一"><a href="#autograd自动求导一" class="headerlink" title="autograd自动求导一"></a>autograd自动求导一</h3><pre><code class="hljs
</summary>
<category term="Pytorch" scheme="http://0520.tech/categories/Pytorch/"/>
<category term="深度学习" scheme="http://0520.tech/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/"/>
<category term="Pytorch" scheme="http://0520.tech/tags/Pytorch/"/>
</entry>
<entry>
<title>pytorch基本数据类型及常用计算API的使用</title>
<link href="http://0520.tech/2019/03/pytorch-basic_function_1/"/>
<id>http://0520.tech/2019/03/pytorch-basic_function_1/</id>
<published>2019-03-29T02:00:00.000Z</published>
<updated>2020-06-03T03:30:00.129Z</updated>
<summary type="html">
<h3 id="Tensor的数据类型"><a href="#Tensor的数据类型" class="headerlink" title="Tensor的数据类型"></a>Tensor的数据类型</h3><h4 id="torch-FloatTensor-："><a
</summary>
<category term="Pytorch" scheme="http://0520.tech/categories/Pytorch/"/>
<category term="深度学习" scheme="http://0520.tech/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/"/>
<category term="Pytorch" scheme="http://0520.tech/tags/Pytorch/"/>
</entry>
<entry>
<title>pytorch基本数据类型和常用的操作</title>
<link href="http://0520.tech/2019/03/pytorch-basic_function/"/>
<id>http://0520.tech/2019/03/pytorch-basic_function/</id>
<published>2019-03-28T02:00:00.000Z</published>
<updated>2020-06-03T04:28:27.660Z</updated>
<summary type="html">
<h3 id="基本数据类型"><a href="#基本数据类型" class="headerlink" title="基本数据类型"></a>基本数据类型</h3><p><img
</summary>
<category term="Pytorch" scheme="http://0520.tech/categories/Pytorch/"/>
<category term="深度学习" scheme="http://0520.tech/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/"/>
<category term="Pytorch" scheme="http://0520.tech/tags/Pytorch/"/>
</entry>
<entry>
<title>PyTorch概述、环境部署及简单使用</title>
<link href="http://0520.tech/2019/03/pytorch-introduction/"/>
<id>http://0520.tech/2019/03/pytorch-introduction/</id>
<published>2019-03-27T02:00:00.000Z</published>
<updated>2020-06-03T03:29:48.679Z</updated>
<summary type="html">
<h3 id="PyTorch概述"><a href="#PyTorch概述" class="headerlink" title="PyTorch概述"></a>PyTorch概述</h3><p>【<strong>官网</strong>】</p>
<p><img
</summary>
<category term="Pytorch" scheme="http://0520.tech/categories/Pytorch/"/>
<category term="深度学习" scheme="http://0520.tech/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/"/>
<category term="Pytorch" scheme="http://0520.tech/tags/Pytorch/"/>
</entry>
</feed>