From cf9e8d5b3cf32bb774720eba4374f1438a1dc0e1 Mon Sep 17 00:00:00 2001 From: aespresso <40269133+aespresso@users.noreply.github.com> Date: Sun, 21 Jul 2019 20:12:53 +0800 Subject: [PATCH 1/8] Create readme.md --- 04_transformer_tutorial_2nd_part/readme.md | 1 + 1 file changed, 1 insertion(+) create mode 100644 04_transformer_tutorial_2nd_part/readme.md diff --git a/04_transformer_tutorial_2nd_part/readme.md b/04_transformer_tutorial_2nd_part/readme.md new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/04_transformer_tutorial_2nd_part/readme.md @@ -0,0 +1 @@ + From 9c7cca46a9992cb2257c818003bb95a10038f8fc Mon Sep 17 00:00:00 2001 From: aespresso <40269133+aespresso@users.noreply.github.com> Date: Sun, 21 Jul 2019 20:18:32 +0800 Subject: [PATCH 2/8] Update readme.md --- 04_transformer_tutorial_2nd_part/readme.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/04_transformer_tutorial_2nd_part/readme.md b/04_transformer_tutorial_2nd_part/readme.md index 8b13789..2ab6fde 100644 --- a/04_transformer_tutorial_2nd_part/readme.md +++ b/04_transformer_tutorial_2nd_part/readme.md @@ -1 +1,7 @@ +注意本代码还在完善中, 我会再添加一些注释和指引, 方便小伙伴们学习, 如果你有任何问题, 请提issue或者直接在B站给我留言. +BERT_tutorial文件夹内容为一个项目, 可以从pycharm里打开: +文件夹内的transformer_2_tutorial.ipynb为文字版教程. +情感分析模型下载地址: +链接:https://pan.baidu.com/s/1f9M9xjJJBf4C5XHlmD2Fbw 密码:jb8c +下载之后请将sentiment.model.epoch.418文件放入BERT_tutorial文件夹根目录下的sentiment_state_dict文件夹, 方可执行Sentiment_Inference来测试情感分类模型. From c4bddca4add8272c8eaedfc2fd042a2d91733a45 Mon Sep 17 00:00:00 2001 From: aespresso <40269133+aespresso@users.noreply.github.com> Date: Sun, 21 Jul 2019 21:09:36 +0800 Subject: [PATCH 3/8] Update README.md --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 3fda7c4..05ac82d 100644 --- a/README.md +++ b/README.md @@ -26,3 +26,5 @@ https://zhuanlan.zhihu.com/c_1018534554512035840 | 视频讲解: [B站讲解](https://www.bilibili.com/video/av56033745/) / [youtube](https://www.youtube.com/watch?v=-rqGPD06Ifs&t=5s) | | 书面教程: [汉语自然语言处理-从零解读碾压循环神经网络的transformer模型(一)](https://github.com/aespresso/a_journey_into_math_of_ml/tree/master/03_transformer_tutorial_1st_part) | | 视频讲解: [B站讲解](https://www.bilibili.com/video/av58239477/) / [youtube](https://www.youtube.com/watch?v=wLKsaZWeuCM) | +| 书面教程: [汉语自然语言处理-BERT的解读语言模型预训练与实践应用-transformer模型(二)](https://github.com/aespresso/a_journey_into_math_of_ml/tree/master/04_transformer_tutorial_2nd_part) | +| 视频讲解: [B站讲解]() / [youtube]() | From 59b1fabfc8183bcdabcd7dd388e23b6fbae5b0ad Mon Sep 17 00:00:00 2001 From: aespresso <40269133+aespresso@users.noreply.github.com> Date: Sun, 21 Jul 2019 22:16:08 +0800 Subject: [PATCH 4/8] Update readme.md --- 04_transformer_tutorial_2nd_part/readme.md | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/04_transformer_tutorial_2nd_part/readme.md b/04_transformer_tutorial_2nd_part/readme.md index 2ab6fde..b1924b7 100644 --- a/04_transformer_tutorial_2nd_part/readme.md +++ b/04_transformer_tutorial_2nd_part/readme.md @@ -1,7 +1,16 @@ 注意本代码还在完善中, 我会再添加一些注释和指引, 方便小伙伴们学习, 如果你有任何问题, 请提issue或者直接在B站给我留言. -BERT_tutorial文件夹内容为一个项目, 可以从pycharm里打开: + + + +BERT_tutorial文件夹内容为一个项目, 可以从pycharm里打开: +模型为PyTorch搭建: +是在开源项目 https://github.com/huggingface/pytorch-transformers 的基础上修改而来. 文件夹内的transformer_2_tutorial.ipynb为文字版教程. 情感分析模型下载地址: 链接:https://pan.baidu.com/s/1f9M9xjJJBf4C5XHlmD2Fbw 密码:jb8c + +维基百科语料预训练BERT模型下载地址: +链接:https://pan.baidu.com/s/1IbNWTcJDMWAC3JEs28pmnA 密码:jf5w + 下载之后请将sentiment.model.epoch.418文件放入BERT_tutorial文件夹根目录下的sentiment_state_dict文件夹, 方可执行Sentiment_Inference来测试情感分类模型. From f2bf45bcfcdc8e393f341f49166ca02a10f380ae Mon Sep 17 00:00:00 2001 From: aespresso <40269133+aespresso@users.noreply.github.com> Date: Sun, 21 Jul 2019 22:17:48 +0800 Subject: [PATCH 5/8] Update readme.md --- 04_transformer_tutorial_2nd_part/readme.md | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/04_transformer_tutorial_2nd_part/readme.md b/04_transformer_tutorial_2nd_part/readme.md index b1924b7..0a5c1f1 100644 --- a/04_transformer_tutorial_2nd_part/readme.md +++ b/04_transformer_tutorial_2nd_part/readme.md @@ -1,16 +1,15 @@ 注意本代码还在完善中, 我会再添加一些注释和指引, 方便小伙伴们学习, 如果你有任何问题, 请提issue或者直接在B站给我留言. - - - BERT_tutorial文件夹内容为一个项目, 可以从pycharm里打开: 模型为PyTorch搭建: 是在开源项目 https://github.com/huggingface/pytorch-transformers 的基础上修改而来. 文件夹内的transformer_2_tutorial.ipynb为文字版教程. 情感分析模型下载地址: 链接:https://pan.baidu.com/s/1f9M9xjJJBf4C5XHlmD2Fbw 密码:jb8c +下载之后请将sentiment.model.epoch.418文件放入BERT_tutorial文件夹根目录下的sentiment_state_dict文件夹, 方可执行Sentiment_Inference来测试情感分类模型. 维基百科语料预训练BERT模型下载地址: 链接:https://pan.baidu.com/s/1IbNWTcJDMWAC3JEs28pmnA 密码:jf5w +你如果想重新训练情感分类模型, 需要把BERT模型放入BERT_tutorial文件夹根目录下的bert_state_dict文件夹内. + -下载之后请将sentiment.model.epoch.418文件放入BERT_tutorial文件夹根目录下的sentiment_state_dict文件夹, 方可执行Sentiment_Inference来测试情感分类模型. From 834ab8616894cdebc74567beb31e40b436415818 Mon Sep 17 00:00:00 2001 From: aespresso <40269133+aespresso@users.noreply.github.com> Date: Sat, 17 Aug 2019 21:51:12 +0800 Subject: [PATCH 6/8] Update readme.md --- 04_transformer_tutorial_2nd_part/readme.md | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/04_transformer_tutorial_2nd_part/readme.md b/04_transformer_tutorial_2nd_part/readme.md index 0a5c1f1..e9a7208 100644 --- a/04_transformer_tutorial_2nd_part/readme.md +++ b/04_transformer_tutorial_2nd_part/readme.md @@ -12,4 +12,8 @@ BERT_tutorial文件夹内容为一个项目, 可以从pycharm里打开: 链接:https://pan.baidu.com/s/1IbNWTcJDMWAC3JEs28pmnA 密码:jf5w 你如果想重新训练情感分类模型, 需要把BERT模型放入BERT_tutorial文件夹根目录下的bert_state_dict文件夹内. - +维基百科训练语料下载地址: +训练集: +链接:https://pan.baidu.com/s/1fXRlhhAPDdOJXGJhfgfpoQ 密码:u49e +测试集: +链接:https://pan.baidu.com/s/1Q_ccloyTMONURmodpzeJ4A 密码:4s9w From 815a80eb09c3156d401d333faf6889cb12deddc6 Mon Sep 17 00:00:00 2001 From: aespresso <40269133+aespresso@users.noreply.github.com> Date: Wed, 11 Sep 2019 07:52:44 +0800 Subject: [PATCH 7/8] Update README.md --- README.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/README.md b/README.md index 05ac82d..b920f2b 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,6 @@ # a_journey_into_math_of_ml ### 机器学习之数学之旅系列课程: +作者邮箱: espresso_ml@hotmail.com __视频讲解频道__: **youtube**: https://www.youtube.com/channel/UCZ4Rpk5ilk5w1uO3KRNaYBg @@ -27,4 +28,8 @@ https://zhuanlan.zhihu.com/c_1018534554512035840 | 书面教程: [汉语自然语言处理-从零解读碾压循环神经网络的transformer模型(一)](https://github.com/aespresso/a_journey_into_math_of_ml/tree/master/03_transformer_tutorial_1st_part) | | 视频讲解: [B站讲解](https://www.bilibili.com/video/av58239477/) / [youtube](https://www.youtube.com/watch?v=wLKsaZWeuCM) | | 书面教程: [汉语自然语言处理-BERT的解读语言模型预训练与实践应用-transformer模型(二)](https://github.com/aespresso/a_journey_into_math_of_ml/tree/master/04_transformer_tutorial_2nd_part) | +| 视频讲解: [B站讲解](https://www.bilibili.com/video/av60168891/) / [youtube]() | +| 书面教程: [汉语自然语言处理-HMM与命名实体识别NER-制作中]() | +| 视频讲解: [B站讲解]() / [youtube]() | +| 书面教程: [汉语自然语言处理-维特比算法-制作中]() | | 视频讲解: [B站讲解]() / [youtube]() | From 6e72c4d4f6e7a4ce268cd365751011fec2b29b5d Mon Sep 17 00:00:00 2001 From: aespresso <40269133+aespresso@users.noreply.github.com> Date: Wed, 11 Sep 2019 07:53:36 +0800 Subject: [PATCH 8/8] Update README.md --- README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index b920f2b..b91335f 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # a_journey_into_math_of_ml ### 机器学习之数学之旅系列课程: -作者邮箱: espresso_ml@hotmail.com +作者邮箱: espresso_ml@hotmail.com __视频讲解频道__: **youtube**: https://www.youtube.com/channel/UCZ4Rpk5ilk5w1uO3KRNaYBg @@ -29,7 +29,7 @@ https://zhuanlan.zhihu.com/c_1018534554512035840 | 视频讲解: [B站讲解](https://www.bilibili.com/video/av58239477/) / [youtube](https://www.youtube.com/watch?v=wLKsaZWeuCM) | | 书面教程: [汉语自然语言处理-BERT的解读语言模型预训练与实践应用-transformer模型(二)](https://github.com/aespresso/a_journey_into_math_of_ml/tree/master/04_transformer_tutorial_2nd_part) | | 视频讲解: [B站讲解](https://www.bilibili.com/video/av60168891/) / [youtube]() | -| 书面教程: [汉语自然语言处理-HMM与命名实体识别NER-制作中]() | -| 视频讲解: [B站讲解]() / [youtube]() | -| 书面教程: [汉语自然语言处理-维特比算法-制作中]() | -| 视频讲解: [B站讲解]() / [youtube]() | +| 书面教程: 汉语自然语言处理-HMM与命名实体识别NER-制作中 | +| 视频讲解: | +| 书面教程: 汉语自然语言处理-维特比算法-制作中 | +| 视频讲解: |