├── .gitignore ├── 1_Handwritten_Digit_Recognition ├── data │ ├── 5678.png │ ├── 8.png │ ├── demo.png │ ├── demo1.png │ └── demo2.png ├── digit_recognition.ipynb ├── digit_recognition_multi.ipynb ├── readme.md └── train.ipynb ├── 2_Cat_Dog_Image_Classification ├── cat_dog_classification.ipynb ├── data │ ├── cat.jpg │ ├── demo.png │ ├── dog.jpg │ ├── no_normalize.png │ ├── normalize.png │ ├── train_4.png │ ├── train_5.png │ └── train_6.png ├── dataset_process.ipynb ├── readme.md └── train.ipynb ├── 3_Transformer_Sentiment_Classification ├── Chinese_Movie_review_Text_Classification.ipynb ├── data │ └── demo.png ├── readme.md └── train_transformer.ipynb ├── 4_GAN_Image_Generator ├── GAN_MINIST_Generator.ipynb ├── data │ ├── demo.png │ ├── epoch_1.png │ ├── epoch_10.png │ ├── epoch_15.png │ ├── epoch_20.png │ ├── epoch_25.png │ ├── epoch_30.png │ └── epoch_5.png ├── digit_generate.ipynb └── readme.md ├── 5_RL_Snake ├── RL_Snake.ipynb ├── data │ └── AI_Snake.gif └── readme.md ├── 6_Adversarial_Attack ├── data │ ├── accuracy_vs_epsilon_plot.png │ ├── attack_cat.jpg │ ├── attack_dog.jpg │ ├── cat.jpg │ ├── demo.jpg │ ├── dog.jpg │ └── fgsm_examples_grid.png ├── readme.md ├── train.ipynb ├── white_box_PGD.ipynb └── white_box_attack-FGSM.ipynb ├── 7_RL_Pacman ├── RLAgents.py ├── data │ ├── example_image.png │ └── loadAgent.png ├── game.py ├── ghostAgents.py ├── graphicsDisplay.py ├── graphicsUtils.py ├── keyboardAgents.py ├── layout.py ├── layouts │ └── mediumClassic.lay ├── pacman.py ├── readme.md ├── textDisplay.py └── util.py ├── 8_LLM_From_Scratch ├── AdamW.py ├── MultiHeadSelfAttention.py ├── RMSNorm.py ├── RoPE.py ├── SwiGLU.py ├── TransformerBlock.py ├── TransformerLM.py ├── data │ ├── demo.png │ └── transformer.png ├── embedding.py ├── function.py ├── generate.py ├── linear.py ├── tokenizer.py ├── tokenizer_data.py ├── tools.py ├── train.py ├── train_bpe.py └── train_bpe_data.py └── readme.md /.gitignore: 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