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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