tensorflow-notes
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Contents:
1. 安装NVIDIA驱动
2. 安装CUDA
3. Installing
4. Programming model
5. Dataflow Programming Model
6. tf应用程序的编程模型
7. Graph
8. Session
9. Tensor
10. Operations
11. Variable
12. Scope Mechanism
13. Importing Data
14. TF file API
15. Protocol Buffers
16. TFRecord-formatted files
17. TF-Slim
18. TF Visualization
19. Dataset
20. SVM
21. Gradient Descent
22. Optimization Algorithm(梯度下降优化算法)
23. Bias v.s. Variance
24. Generalization(泛化)
25. 从机器学习到神经网络
26. Neuron
27. Neural Network
28. Loss of the Neural Network
29. CNN
30. FCN
31. 推荐系统
32. NER
33. Spacy
34. POS
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