Commit Graph

  • e4778d373a Add. 官方代码 ben.guo 2024-04-30 14:25:22 +0800
  • 20e3dd4dea fix. 修复图片展示 ben.guo 2024-04-29 17:22:52 +0800
  • 8b1c09d398 fix. 修复图片展示 ben.guo 2024-04-29 17:22:12 +0800
  • 8cf2a4076e Add. 添加源码地址 ben.guo 2024-04-29 17:10:46 +0800
  • 6cb42573bd Add. 总结 ben.guo 2024-04-27 18:42:15 +0800
  • 352824cd94 Add. 矩阵同位置相加 ben.guo 2024-04-27 18:31:37 +0800
  • 91256041f9 Add. GPT-2的位置编码方法 ben.guo 2024-04-27 18:23:16 +0800
  • 29136ec781 Update. Transformer里的位置编码方法(原文) ben.guo 2024-04-27 18:12:24 +0800
  • 719e43eb7b Update. Transformer里的原始方法 ben.guo 2024-04-27 18:11:04 +0800
  • 316a5636a9 Update. Transformer里的原始方法 ben.guo 2024-04-27 18:07:30 +0800
  • efcda2cc2e Add. Transformer里的原始方法 ben.guo 2024-04-27 18:01:43 +0800
  • 5bd2e4d436 Add. 第三章——位置编码 ben.guo 2024-04-27 17:35:41 +0800
  • 53183ddd4f Add. 为什么Transformer(GPT场景)使用这种文字向量化的方式? & 总结 ben.guo 2024-04-27 14:32:34 +0800
  • 95bff73b15 Add. 前言 ben.guo 2024-04-27 14:17:12 +0800
  • 2f70593fe0 Update. 添加结果解释 ben.guo 2024-04-27 11:39:37 +0800
  • 8dd57ae7d1 Add. 添加第二章可复现的完整代码 ben.guo 2024-04-27 11:36:36 +0800
  • 2d656002ab Add. 从0开始Tokenizer ben.guo 2024-04-27 11:35:54 +0800
  • a9567ffaef Update. 索引向量化 ben.guo 2024-04-26 18:04:18 +0800
  • 037814ce21 Add. 索引向量化 ben.guo 2024-04-26 17:47:15 +0800
  • 8fa0706659 Update. 增加文字向量化 & 位置编码部分解释 ben.guo 2024-04-26 17:46:29 +0800
  • 64bd461b02 Update. 增加实际代码 ben.guo 2024-04-26 16:52:24 +0800
  • 5d5b429869 Update. 实际案例 ben.guo 2024-04-26 16:50:09 +0800
  • dbb06eed9e Create. 第二章——文字向量化 ben.guo 2024-04-25 21:01:33 +0800
  • 2ab6d7012e Add. 增加第一章结束语 ben.guo 2024-04-25 18:09:34 +0800
  • 71376b76f2 Add. 转换成百分比概率 ben.guo 2024-04-25 17:11:01 +0800
  • 479d59d240 Update. 特征变换映射(全数字列表) ben.guo 2024-04-25 11:52:26 +0800
  • aa7028e5ff fix. 修改错别字 ben.guo 2024-04-25 11:09:47 +0800
  • c5f8939a4a Add. 特征变换映射(全数字列表) ben.guo 2024-04-25 11:05:00 +0800
  • 402c314191 Add. 前馈神经网络 ben.guo 2024-04-24 21:00:16 +0800
  • dd4eae8820 Update. 更新展示图 ben.guo 2024-04-24 17:13:53 +0800
  • d89b6d1125 Update. 简化总体架构图的文字内容 ben.guo 2024-04-23 14:51:28 +0800
  • f8b5c104c8 Update. 更新语义关系的解释 & 数值缩放。 ben.guo 2024-04-23 14:45:18 +0800
  • 699ea9cb52 Add. 增加WHY的内容,提高理解 ben.guo 2024-04-23 10:12:46 +0800
  • db57a5996c ADD. 语义关系学习(多头注意力) ben.guo 2024-04-21 21:32:17 +0800
  • 4eb56b3f2b docs. 文字向量化 & 位置编码 ben.guo 2024-04-21 21:11:53 +0800
  • 1a2690e8a6 Add. 解码器(Decoder)概述 & 文字向量化 ben.guo 2024-04-21 19:42:43 +0800
  • 5d3e0393da Add. 第一章——Transformer网络架构 ben.guo 2024-04-21 15:05:19 +0800
  • fa53079f1d Fix. 修正文档位置 ben.guo 2024-02-19 12:20:54 +0800
  • 33b5628ad9 docx. 调整符号错误问题 ben.guo 2023-10-12 10:01:52 +0800
  • 45e08be381 Add. 增加随机森林局限性发展问题补充 ben.guo 2023-10-12 10:01:26 +0800
  • fd67bc1ab7 Docs. 文字纠错 ben.guo 2023-09-20 09:08:02 +0800
  • b49b2155ad Fix. 修改得分函数中错误的内容 ben.guo 2023-09-15 09:47:25 +0800
  • 76e8ddf115 Fix. 修改得分函数里的公式显示 ben.guo 2023-09-15 09:46:18 +0800
  • 86995a57f7 docs. 排版场景算法所属章节 benjas 2023-01-16 16:33:55 +0800
  • 2b259d2317 Add. 增加第三届阿里云磐久智维算法大赛内容 benjas 2023-01-16 16:22:22 +0800
  • 80170e05a1 Add. 官方数据下载地址 benjas 2023-01-16 16:20:01 +0800
  • 89f63aa7b8 Update. 更新排行方法 benjas 2023-01-03 17:35:27 +0800
  • d69d9548f7 Update. 更新竞赛方案 benjas 2023-01-03 17:34:00 +0800
  • aa6290cafe Update. 图片size benjas 2023-01-03 17:28:47 +0800
  • aae909b078 Update. 图片size benjas 2023-01-03 17:25:45 +0800
  • be0005e404 Update. 图片size benjas 2023-01-03 17:19:23 +0800
  • e3130034c2 Update. 图片size benjas 2023-01-03 17:17:32 +0800
  • eee7d86d2a Update. 图片地址 benjas 2023-01-03 17:16:22 +0800
  • 6fe17c920b Add. 第三届阿里云磐久智维算法大赛 benjas 2023-01-03 17:13:13 +0800
  • 86f8bdc562 Update Python version benjas 2021-10-27 12:38:13 +0800
  • 396bcea9eb Fix. Modify title benjas 2021-10-27 12:37:06 +0800
  • 2cf9cde978 Update. address link benjas 2021-10-05 10:20:47 +0800
  • fdecfb456c Style. Modify the name benjas 2021-10-05 10:00:26 +0800
  • 8549fbd1df Style. Change the filename benjas 2021-09-08 09:23:50 +0800
  • bdb6c82011 Add. draw a conclusion benjas 2021-09-08 09:17:07 +0800
  • 07705bd202 Better model pipeline for compare benjas 2021-09-07 16:38:53 +0800
  • 162e9a7de2 Add. Regression task for optuna benjas 2021-09-07 09:33:15 +0800
  • 1bfdc4be85 Create AutoAI Tools.ipynb benjas 2021-09-06 20:43:27 +0800
  • ffe67da3da Fix. Missing pandas benjas 2021-09-06 20:41:59 +0800
  • 89af7090c4 Add. reduce_mem_usage benjas 2021-09-02 21:04:13 +0800
  • c14a41f8c1 Create AutoML Tools.ipynb benjas 2021-09-02 20:45:44 +0800
  • fba1e1357c Add. Training and testing the simple model benjas 2021-09-01 15:39:43 +0800
  • 9b341d45dd Add. Perform automated feature engineering benjas 2021-09-01 14:17:49 +0800
  • 6cd891a278 Create Automated feature engineering.ipynb benjas 2021-09-01 10:16:05 +0800
  • 722a87d6b6 Style. Table of contents benjas 2021-09-01 10:06:27 +0800
  • 008e2d5689 Add. Outlier Removal / Smooth benjas 2021-08-30 14:30:08 +0800
  • c3b408ee69 Add. Normalize benjas 2021-08-30 14:28:09 +0800
  • 44ec4b7795 Add. Aggregations / Group Statistics benjas 2021-08-30 14:24:27 +0800
  • cb00469944 Add. Frequency Encoding benjas 2021-08-30 11:55:28 +0800
  • 004fea8295 Add. Combining / Transforming / Interaction benjas 2021-08-30 11:50:57 +0800
  • a141ea68d7 Add. Splitting benjas 2021-08-30 11:32:34 +0800
  • 3174f5a5cf Add. Categorical Features benjas 2021-08-30 11:30:05 +0800
  • 272052520e Create Feature Engineering Techniques.ipynb benjas 2021-08-29 22:44:34 +0800
  • bf9d94cae2 Add. Add some explanation benjas 2021-08-23 20:27:55 +0800
  • b3a639a8e8 Add. Stacking better than Blending and linear-weighted benjas 2021-08-22 14:02:08 +0800
  • 712b3f937c Fix. Fix contest name benjas 2021-08-22 09:49:48 +0800
  • 198b3dd2a9 Add. stacking method benjas 2021-08-22 09:43:02 +0800
  • 55ba5258e4
    Merge pull request #2 from AiIsBetter/master ben.guo 2021-08-15 16:06:53 +0800
  • e709f62cce
    增加工具函数 #2 AiIsBetter 2021-08-15 15:58:54 +0800
  • 6bead94dcf
    修改readme AiIsBetter 2021-08-15 15:55:53 +0800
  • 68b4e3ec8b
    提交didi lgb代码 AiIsBetter 2021-08-15 15:53:56 +0800
  • ead804b941
    Create README.MD AiIsBetter 2021-08-15 15:52:29 +0800
  • 91d738e8b8 Add. two chapters benjas 2021-08-13 09:38:56 +0800
  • a3a2b16a48 style. modify the title benjas 2021-08-11 21:38:07 +0800
  • 2fc9113494 fix. fix some words benjas 2021-08-11 19:49:37 +0800
  • 90c67ac089 style. English to Chinese benjas 2021-08-11 19:41:21 +0800
  • b8e5bf69f1 Delete. Irrelevant content benjas 2021-08-11 19:40:14 +0800
  • 0e50fb8238 style. Modify format benjas 2021-08-11 16:28:51 +0800
  • 096655106e style. Modify format benjas 2021-08-11 16:28:29 +0800
  • 15854ba989 style. Adjust menu benjas 2021-08-11 16:10:24 +0800
  • 5533e5121b fix. the size of image benjas 2021-08-11 16:00:10 +0800
  • 27e1c20178 fix. the size of image benjas 2021-08-11 15:59:23 +0800
  • 0e5b3cde03 fix. the size of image benjas 2021-08-11 15:58:35 +0800
  • 17c37fee15 fix. the size of image benjas 2021-08-11 15:57:49 +0800
  • f0e4bb74f6 Add. more details benjas 2021-08-11 15:51:09 +0800