List of Notes
- (Andrej Karpathy) Intro to Large Language Models
- Activation Function
- Backpropagation
- Classification
- Convolutional Neural Network (CNN)
- Cross-Entropy Loss
- CutMix and MixUp In Pytorch
- KL divergence(KL 散度)
- L1 & L2
- Logistic Regression
- Normalize Images In Pytorch
- Optimization Algorithm
- Recurrent Neural Network(RNN)
- ReLU(Rectified Linear Unit)
- Saturating Non-linearities
- sigmoid
- Diagnostic Plots for Linear Regression(线性回归诊断)
- …