|
|
@@ -10,16 +10,15 @@ The code relies on external libraries, with installation commands given at the b
|
|
|
|
|
|
|
|
|
## Outline
|
|
|
-```
|
|
|
-- ch03_linear: Linear Regression
|
|
|
-- ch04_logit: Logistic Regression
|
|
|
-- ch05_econometrics: Insights from Econometrics
|
|
|
-- ch06_optimizer: Optimization Algorithms
|
|
|
-- ch07_autograd: Backpropagation
|
|
|
-- ch08_mlp: Multilayer perceptron
|
|
|
-- ch09_cnn: Convolutional Neural Network
|
|
|
-- ch10_rnn: Recurrent Neural Network
|
|
|
-- ch11_llm: Large Languague Model
|
|
|
-- ch12_rl: Reinforcement Learning
|
|
|
-- ch13_others: Other Classic Models
|
|
|
-```
|
|
|
+
|
|
|
+- [ch03_linear](ch03_linear): Linear Regression
|
|
|
+- [ch04_logit](ch04_logit): Logistic Regression
|
|
|
+- [ch05_econometrics](ch05_econometrics): Insights from Econometrics
|
|
|
+- [ch06_optimizer](ch06_optimizer): Optimization Algorithms
|
|
|
+- [ch07_autograd](ch07_autograd): Backpropagation
|
|
|
+- [ch08_mlp](ch08_mlp): Multilayer perceptron
|
|
|
+- [ch09_cnn](ch09_cnn): Convolutional Neural Network
|
|
|
+- [ch10_rnn](ch10_rnn): Recurrent Neural Network
|
|
|
+- [ch11_llm](ch11_llm): Large Languague Model
|
|
|
+- [ch12_rl](ch12_rl): Reinforcement Learning
|
|
|
+- [ch13_others](ch13_others): Other Classic Models
|
Gen TANG