学习网站
2. Deep Learning
学习课程
1. Andrew Ng机器学习
2. Andrew Ng 无监督特征学习和深度学习
3. 复旦大学吴立德老师《深度学习教程》
4. 机器学习 - 龙星计划
技术讲座/指南教程/综述
1. Deep Learning Tutorial - Yann LeCun
2. Deep learning of representations, AAAI 2013 - Bengio
3. Deep Learning - Russ Salakhutdinov
4. Recent development in deep learning - G. Hitton
5. A Tutorial on Deep Learning - G. Hitton
6. Tutorials on Neural Network - G. Hitton
7. A Tutorial on Deep Learning - Kai YU
8. Learning Deep Architecture for AI - Yoshua Bengio
9. Representation Learning: A Review and New Perspectives - Yoshua Bengio
应用领域
1. NLP
Deap Learning in NLP
Deep Learning for Natural Language Processing, NIPS 2009 - Ronan Collobert
Implementation in C: Senna
Deep Learning for NLP (without Magic), ACL 2012 + NAACL 2013 - Richard
Socher, Yoshua Bengio and Chris Manning
2. Audio
3. Image
4. Music
5. ...
持续更新中...
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KaiYu_report.mp4 (519.2
MB)