Deep Learning with PyTorch
Deep Learning with PyTorch
Chapters
Chapter 1: Optimization & Gradient Descent
Chapter 2: Stochastic Gradient Descent
Chapter 3: Introduction to Pytorch & Neural Networks
Chapter 4: Training Neural Networks
Chapter 5: Introduction to Convolutional Neural Networks
Chapter 6: Advanced Convolutional Neural Networks
Chapter 7: Advanced Deep Learning
Appendices
Appendix A: Gradients Review
Appendix B: Logistic Loss
Appendix C: Computing Derivatives
Appendix D: Creating a CNN to Predict Bitmojis
repository
Index
