Welcome to tensorflow-notes’s documentation!¶
- 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