README.md
setup.py
dldna/__init__.py
dldna.egg-info/PKG-INFO
dldna.egg-info/SOURCES.txt
dldna.egg-info/dependency_links.txt
dldna.egg-info/requires.txt
dldna.egg-info/top_level.txt
dldna/chapter_02/__init__.py
dldna/chapter_02/information_theory.py
dldna/chapter_02/pca.py
dldna/chapter_02/statistics.py
dldna/chapter_03/__init__.py
dldna/chapter_03/models.py
dldna/chapter_03/train.py
dldna/chapter_03/train_mnist_visualization.py
dldna/chapter_03/visualization/__init__.py
dldna/chapter_03/visualization/tensorboard_utils.py
dldna/chapter_04/__init__.py
dldna/chapter_04/experiments/__init__.py
dldna/chapter_04/experiments/model_training.py
dldna/chapter_04/models/__init__.py
dldna/chapter_04/models/activations.py
dldna/chapter_04/models/base.py
dldna/chapter_04/models/vision.py
dldna/chapter_04/utils/__init__.py
dldna/chapter_04/utils/data.py
dldna/chapter_04/utils/metrics.py
dldna/chapter_04/utils/visualization.py
dldna/chapter_04/visualization/__init__.py
dldna/chapter_04/visualization/activation.py
dldna/chapter_04/visualization/activations.py
dldna/chapter_04/visualization/gradients.py
dldna/chapter_04/visualization/training.py
dldna/chapter_05/__init__.py
dldna/chapter_05/examples/__init__.py
dldna/chapter_05/examples/train_distributed.py
dldna/chapter_05/experiments/__init__.py
dldna/chapter_05/experiments/advanced.py
dldna/chapter_05/experiments/basic.py
dldna/chapter_05/experiments/distributed.py
dldna/chapter_05/initialization/__init__.py
dldna/chapter_05/initialization/analysis.py
dldna/chapter_05/initialization/base.py
dldna/chapter_05/models/__init__.py
dldna/chapter_05/models/transformer.py
dldna/chapter_05/optimizers/__init__.py
dldna/chapter_05/optimizers/advanced.py
dldna/chapter_05/optimizers/base.py
dldna/chapter_05/optimizers/basic.py
dldna/chapter_05/utils/__init__.py
dldna/chapter_05/visualization/__init__.py
dldna/chapter_05/visualization/gaussian_loss_surface.py
dldna/chapter_05/visualization/loss_surface.py
dldna/chapter_05/visualization/optimization.py
dldna/chapter_05/visualization/train_dynamics.py
dldna/chapter_06/__init__.py
dldna/chapter_06/botorch_optimizer.py
dldna/chapter_06/plot_dropout.py
dldna/chapter_07/__init__.py
dldna/chapter_07/conv_visual.py
dldna/chapter_07/filter_utils.py
dldna/chapter_07/param_share.py
dldna/chapter_07/resnet.py
dldna/chapter_07/simple_conv.py
dldna/chapter_07/train_resnet.py
dldna/chapter_08/__init__.py
dldna/chapter_08/autoregressive_example.py
dldna/chapter_08/cross_attention.py
dldna/chapter_08/positional_encoding_utils.py
dldna/chapter_08/visualize_layer_norm.py
dldna/chapter_08/visualize_masking.py
dldna/chapter_08/visualize_positional_embedding.py
dldna/chapter_08/transformer/__init__.py
dldna/chapter_08/transformer/attention.py
dldna/chapter_08/transformer/config.py
dldna/chapter_08/transformer/decoder.py
dldna/chapter_08/transformer/embeddings.py
dldna/chapter_08/transformer/encoder.py
dldna/chapter_08/transformer/feed_forward.py
dldna/chapter_08/transformer/generator.py
dldna/chapter_08/transformer/layer_norm.py
dldna/chapter_08/transformer/masking.py
dldna/chapter_08/transformer/masking_utils.py
dldna/chapter_08/transformer/optim.py
dldna/chapter_08/transformer/sublayer.py
dldna/chapter_08/transformer/transformer.py
dldna/chapter_08/transformer/examples/__init__.py
dldna/chapter_08/transformer/examples/addition_task.py
dldna/chapter_08/transformer/examples/copy_task.py
dldna/chapter_08/transformer/examples/parser_task.py
dldna/chapter_09/__init__.py
dldna/chapter_09/attention_complexity_examples.py
dldna/chapter_09/complexity_benchmark.py
dldna/chapter_09/create_structure.py
dldna/chapter_09/encoder/__init__.py
dldna/chapter_09/encoder/efficient_encoder.py
dldna/chapter_09/encoder/efficient_encoder_rope.py
dldna/chapter_09/encoder/train_ag_news.py
dldna/chapter_09/mistral/__init__.py
dldna/chapter_09/mistral/simple_mistral.py
dldna/chapter_09/mistral/examples/__init__.py
dldna/chapter_09/mistral/examples/train_math.py
dldna/chapter_09/mistral/examples/train_seq_num.py
dldna/chapter_09/mistral/examples/train_sql.py
dldna/chapter_09/mistral/tests/__init__.py
dldna/chapter_09/mistral/tests/test_attention.py
dldna/chapter_09/mistral/tests/test_attention_mask.py
dldna/chapter_09/mistral/tests/test_decoder.py
dldna/chapter_09/mistral/tests/test_kv_cache.py
dldna/chapter_09/mistral/tests/test_rms_norm.py
dldna/chapter_09/mistral/tests/test_rope.py
dldna/chapter_09/phi3/__init__.py
dldna/chapter_09/phi3/simple_phi3.py
dldna/chapter_09/phi3/simple_phi3_v0.py
dldna/chapter_09/phi3/examples/__init__.py
dldna/chapter_09/phi3/examples/train_books.py
dldna/chapter_09/phi3/examples/train_books_v2.py
dldna/chapter_09/phi3/examples/train_complex_math.py
dldna/chapter_09/phi3/examples/train_complex_math2.py
dldna/chapter_09/phi3/examples/train_math.py
dldna/chapter_09/phi3/tests/__init__.py
dldna/chapter_09/phi3/tests/test_attention.py
dldna/chapter_09/phi3/tests/test_decoder.py
dldna/chapter_09/phi3/tests/test_rmsnorm.py
dldna/chapter_10/__init__.py
dldna/chapter_10/crossmodal_attention.py
dldna/chapter_10/multimodal_embedding.py
dldna/chapter_10/mm/__init__.py
dldna/chapter_10/mm/evaluate_models.py
dldna/chapter_10/mm/train_multimodal.py
dldna/chapter_10/mm/cross_attention/__init__.py
dldna/chapter_10/mm/cross_attention/v0.py
dldna/chapter_10/mm/cross_attention/v1.py
dldna/chapter_10/mm/cross_attention/v10_1.py
dldna/chapter_10/mm/cross_attention/v10_2.py
dldna/chapter_10/mm/cross_attention/v10_3.py
dldna/chapter_10/mm/cross_attention/v10_4.py
dldna/chapter_10/mm/cross_attention/v10_5.py
dldna/chapter_10/mm/cross_attention/v10_6.py
dldna/chapter_10/mm/cross_attention/v11.py
dldna/chapter_10/mm/cross_attention/v2.py
dldna/chapter_10/mm/cross_attention/v3.py
dldna/chapter_10/mm/cross_attention/v4.py
dldna/chapter_10/mm/cross_attention/v5.py
dldna/chapter_10/mm/cross_attention/v6.py
dldna/chapter_10/mm/cross_attention/v7.py
dldna/chapter_10/mm/cross_attention/v8.py
dldna/chapter_10/mm/cross_attention/v9.py