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Folder: Notes

26 items under this folder.

Nov 03, 2024
Principal component analysis(PCA) & Partial least squares regression(PLS)
- ML
Oct 26, 2024
Cross-Entropy Loss
- DL
- ML
Oct 24, 2024
Activation Function
- ML
- DL
Oct 24, 2024
Backpropagation
- ML
- DL
Oct 24, 2024
Batch Normalization
- DL
- ML
Oct 24, 2024
Classification
- DL
- ML
Oct 24, 2024
Convolutional Neural Network (CNN)
- DL
- ML
Oct 24, 2024
Linear & Quadratic Discriminant Analysis
- DL
- ML
Oct 24, 2024
Logistic Regression
- DL
- ML
Oct 24, 2024
Normalize Images In Pytorch
- DL
- ML
Oct 24, 2024
Norms in ML
- DL
- ML
Oct 24, 2024
Optimization Algorithm
- DL
- ML
Oct 24, 2024
ReLU(Rectified Linear Unit)
- DL
- ML
Oct 24, 2024
Saturating Non-linearities
- DL
- ML
Oct 24, 2024
Standard Error 标准误差
- Math
- statistic
Oct 24, 2024
sigmoid
- DL
- ML
Oct 24, 2024
t-statistics & t-test
- Math
- statistic
Oct 04, 2024
Diagnostic Plots for Linear Regression(线性回归诊断)
- DL
- ML
Oct 04, 2024
Degree of Freedom(自由度)
- Math
- statistic
Sep 27, 2024
KL divergence(KL 散度)
- DL
- ML
Sep 19, 2024
(Andrej Karpathy) Intro to Large Language Models
- LLM
- ML
Sep 19, 2024
CutMix and MixUp In Pytorch
- DL
- ML
Sep 19, 2024
Data Augmentation
- DL
- ML
Sep 19, 2024
L1 & L2
- DL
- ML
Sep 19, 2024
Recurrent Neural Network(RNN)
- DL
- ML
Sep 19, 2024
tmux(阮一峰)
- Tools