chapter 2 done

wyfSunflower · Mar 1, 2017 · 8816786 · 8816786
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diff --git a/Chapter1/annotations → Chapter1/annotations.txt b/Chapter1/annotations → Chapter1/annotations.txt
diff --git a/Chapter2/annotations.txt b/Chapter2/annotations.txt
diff --git a/Chapter2/linear_algebra.tex b/Chapter2/linear_algebra.tex
diff --git a/README.md b/README.md
@@ -40,7 +40,7 @@
 | 章节 | 负责人 | 简单阅读 | 中英对比 | 进度 |
 | ------------ | ------------ | ------------ | ------------ | ------------ |
 | [第一章 前言](https://exacity.github.io/deeplearningbook-chinese/Chapter1_introduction/) | @swordyork | lc, @SiriusXDJ, @corenel | @linzhp | 完成合并 |
-| [第二章 线性代数](https://via.hypothes.is/https://exacity.github.io/deeplearningbook-chinese/Chapter2_linear_algebra/) | @liber145 | @SiriusXDJ, @angrymidiao | @badpoem | 等待合并 |
+| [第二章 线性代数](https://via.hypothes.is/https://exacity.github.io/deeplearningbook-chinese/Chapter2_linear_algebra/) | @liber145 | @SiriusXDJ | @badpoem | 完成合并 |
 | [第三章 概率与信息论](https://via.hypothes.is/https://exacity.github.io/deeplearningbook-chinese/Chapter3_probability_and_information_theory/) | @KevinLee1110 | @SiriusXDJ | @kkpoker |  等待合并 |
 | [第四章 数值计算](https://via.hypothes.is/https://exacity.github.io/deeplearningbook-chinese/Chapter4_numerical_computation/) | @swordyork | @zhangyafeikimi | @quasi-jing, @hengqujushi | 等待合并 |
 | [第五章 机器学习基础](https://via.hypothes.is/https://exacity.github.io/deeplearningbook-chinese/Chapter5_machine_learning_basics/) | @liber145 | @wheaio, @ZhiweiYang | @fairmiracle, @linzhp | 等待合并 |

diff --git a/docs/_posts/2016-12-02-Chapter2_linear_algebra.md b/docs/_posts/2016-12-02-Chapter2_linear_algebra.md
diff --git a/scripts/parse_anno.py b/scripts/parse_anno.py
@@ -0,0 +1,32 @@
+import json
+
+# download the raw annotations from hypothes
+# for example https://hypothes.is/api/search?_separate_replies=true&group=__world__&limit=200&offset=0&order=asc&sort=created&uri=https%3A%2F%2Fexacity.github.io%2Fdeeplearningbook-chinese%2FChapter2_linear_algebra%2F
+anno = open('raw.txt','r').read()
+json_anno = json.loads(anno)
+
+rows = json_anno['rows']
+replies = json_anno['replies']
+
+cleaned_keys = ['user', 'text']
+cleaned_replies = []
+cleaned_rows = []
+
+for reply in replies:
+    cleaned_reply = {k:reply[k] for k in ['user', 'text']}
+    cleaned_reply['time'] = reply['updated'][:16]
+    cleaned_replies.append(str(cleaned_reply))
+
+for row in rows:
+    cleaned_row = {k:row[k] for k in ['user', 'text']}
+    origin_text = row['target'][0]['selector'][3]
+    cleaned_row['origin_text'] = (origin_text['prefix'] + "  !!!" + origin_text['exact'] + "!!!  " + origin_text['suffix']).replace('\n', '')
+    cleaned_row['time'] = row['updated'][:16]
+    cleaned_rows.append(str(cleaned_row))
+
+# write to new file
+f = open('annotations.txt', 'w')
+f.write('\n'.join(cleaned_rows))
+f.write('\n\n=============================   Replies   =============================\n\n')
+f.write('\n'.join(cleaned_replies))
+f.close()
diff --git a/terminology.tex b/terminology.tex
@@ -5432,8 +5432,8 @@
 \newglossaryentry{matrix_inverse}
 {
   name=矩阵逆,
-  description={matrix inverse},
-  sort={matrix inverse},
+  description={matrix inversion},
+  sort={matrix inversion},
 }
 
 \newglossaryentry{origin}