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Doulos
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PDL-32
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.gitattributes
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Ex01-kaggle_jupyter.ipynb
Ex01-kaggle_jupyter.ipynb
Ex02_python_review.ipynb
Ex02_python_review.ipynb
Ex03_linear_regression.ipynb
Ex03_linear_regression.ipynb
Ex04_keras.ipynb
Ex04_keras.ipynb
Ex05_logistic_regression.ipynb
Ex05_logistic_regression.ipynb
Ex06_nonlinear_regression.ipynb
Ex06_nonlinear_regression.ipynb
Ex07_nonlinear_classification.ipynb
Ex07_nonlinear_classification.ipynb
Ex08_regularization.ipynb
Ex08_regularization.ipynb
Ex09_SGD_learning_rate.ipynb
Ex09_SGD_learning_rate.ipynb
Ex10_cnn.ipynb
Ex10_cnn.ipynb
Ex11_dropout_batch_norm_use_kaggle_dataset.ipynb
Ex11_dropout_batch_norm_use_kaggle_dataset.ipynb
Ex11_dropout_bn.ipynb
Ex11_dropout_bn.ipynb
Ex12_Resnet_Kaggle_dataset.ipynb
Ex12_Resnet_Kaggle_dataset.ipynb
Ex12_resnet.ipynb
Ex12_resnet.ipynb
Ex13_object_detection.ipynb
Ex13_object_detection.ipynb
Ex14-1_transfer_imagenet.ipynb
Ex14-1_transfer_imagenet.ipynb
Ex14_transfer_mnist.ipynb
Ex14_transfer_mnist.ipynb
Ex15_word2vec_embedding.ipynb
Ex15_word2vec_embedding.ipynb
Ex16_char_rnn.ipynb
Ex16_char_rnn.ipynb
Ex17_Transformer_Model_Kaggle.ipynb
Ex17_Transformer_Model_Kaggle.ipynb
Ex18-ollama_rag.ipynb
Ex18-ollama_rag.ipynb
Ex19_pca.ipynb
Ex19_pca.ipynb
Ex20_data_prep.ipynb
Ex20_data_prep.ipynb
Ex21_splitting_dataset.ipynb
Ex21_splitting_dataset.ipynb
Ex22_tensorboard.ipynb
Ex22_tensorboard.ipynb
Ex23_quantization.ipynb
Ex23_quantization.ipynb
Ex24_mobilenet.ipynb
Ex24_mobilenet.ipynb
Ex25_GAN.ipynb
Ex25_GAN.ipynb
Links_to_papers_and_tutorials.ipynb
Links_to_papers_and_tutorials.ipynb
README.md
README.md
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PDL-32
Kaggle Notebooks for Doulos PDL 3.2
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Kaggle Notebooks for Doulos PDL 3.2
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