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54 | 54 |
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55 | 55 | - - - |
56 | 56 |
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57 | | -## 预备知识 Prerequisite |
| 57 | + |
| 58 | +## 研究领域资源细分 |
| 59 | + |
| 60 | +- ### [深度学习 Deep learning](https://github.com/ChristosChristofidis/awesome-deep-learning) |
| 61 | + |
| 62 | +- ### [强化学习 Reinforcement learning](https://github.com/aikorea/awesome-rl) |
| 63 | + |
| 64 | +- ### [迁移学习 Transfer learning](https://jindongwang.github.io/transferlearning/) |
| 65 | + |
| 66 | +- ### [分布式学习系统 Distributed learning system](https://github.com/theanalyst/awesome-distributed-systems) |
| 67 | + |
| 68 | +- ### [计算机视觉/机器视觉 Computer vision / machine vision](https://github.com/jbhuang0604/awesome-computer-vision) |
| 69 | + |
| 70 | +- ### [自然语言处理 Natural language procesing](https://github.com/Nativeatom/NaturalLanguageProcessing) |
| 71 | + |
| 72 | +- ### 语音识别 Speech recognition |
| 73 | + |
| 74 | +- ### [生物信息学 Bioinfomatics](https://github.com/danielecook/Awesome-Bioinformatics) |
| 75 | + |
| 76 | +- ### [行为识别 Activity recognition](https://github.com/jindongwang/activityrecognition) |
| 77 | + |
| 78 | +- ### [多智能体 Multi-Agent](http://ddl.escience.cn/f/ILKI) |
| 79 | + |
| 80 | +- - - |
| 81 | + |
| 82 | +## 开始学习:预备知识 Prerequisite |
58 | 83 |
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59 | 84 | - [学习知识与路线图](https://metacademy.org/) |
60 | 85 |
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105 | 130 | - - - |
106 | 131 |
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107 | 132 |
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108 | | -## 理论 Theory |
109 | | - |
110 | | -- ### 深度学习 Deep learning |
111 | | - |
112 | | -- ### [强化学习 Reinforcement learning](https://github.com/allmachinelearning/ReinforcementLearning) |
113 | | - |
114 | | -- ### [迁移学习 Transfer learning](https://jindongwang.github.io/transferlearning/) |
115 | | - |
116 | | -- ### [分布式学习系统 Distributed learning system](https://github.com/allmachinelearning/Deep-Learning-System-Design) |
117 | | - |
118 | | -- - - |
119 | | - |
120 | | - |
121 | | -## 应用 Applications |
122 | | - |
123 | | -- ### 计算机视觉/机器视觉 Computer vision / machine vision |
124 | | - |
125 | | -- ### [自然语言处理 Natural language procesing](https://github.com/Nativeatom/NaturalLanguageProcessing) |
126 | | - |
127 | | -- ### 语音识别 Speech recognition |
128 | | - |
129 | | -- ### 生物信息学 Bioinfomatics |
130 | | - |
131 | | -- ### 医疗 Medical |
132 | | - |
133 | | -- ### [行为识别 Activity recognition](https://github.com/jindongwang/activityrecognition) |
134 | | - |
135 | | -- ### [人工智能(多智能体) Artificial Intelligence(Multi-Agent)](http://ddl.escience.cn/f/ILKI) |
136 | | - |
137 | | -- - - |
138 | | - |
139 | | - |
140 | 133 | ## 文档 notes |
141 | 134 |
|
142 | 135 | - [综述文章汇总](https://github.com/allmachinelearning/MachineLearning/blob/master/notes/survey_readme.md) |
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379 | 372 | #### [贡献者 Contributors](https://github.com/allmachinelearning/MachineLearning/blob/master/contributors.md) |
380 | 373 |
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381 | 374 |
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382 | | -> ***[文章版权声明]这个仓库是我开源到Github上的,可以遵守相关的开源协议进行使用。这个仓库中包含有很多研究者的论文、硕博士论文等,都来源于在网上的下载,仅作为学术研究使用。我对其中一些文章都写了自己的浅见,希望能很好地帮助理解。这些文章的版权属于相应的出版社。如果作者或出版社有异议,请联系我进行删除(本来应该只放文章链接的,但是由于时间关系来不及)。一切都是为了更好地学术!*** |
383 | | - |
384 | 375 |
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