GitHub - yanneta/dl-course: Notebooks for deep learning course

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Name		Name	Last commit message	Last commit date
Latest commit History 121 Commits
images		images
imgs		imgs
CheXNet-exps-preprocessing.ipynb		CheXNet-exps-preprocessing.ipynb
CheXNet_from_scratch.ipynb		CheXNet_from_scratch.ipynb
CheXNet_with_efficientNet.ipynb		CheXNet_with_efficientNet.ipynb
CheXNet_with_efficientNet.py		CheXNet_with_efficientNet.py
CheXNet_with_resnet50-hp.ipynb		CheXNet_with_resnet50-hp.ipynb
CheXNet_with_unsupervised.ipynb		CheXNet_with_unsupervised.ipynb
attention-class-lstm.ipynb		attention-class-lstm.ipynb
attention_viz.ipynb		attention_viz.ipynb
autoencoders.ipynb		autoencoders.ipynb
bert_classification-aclImdb.ipynb		bert_classification-aclImdb.ipynb
categorical_encodings.ipynb		categorical_encodings.ipynb
class-cativation-maps-resnet18-v2.ipynb		class-cativation-maps-resnet18-v2.ipynb
class-cativation-maps-resnet18.ipynb		class-cativation-maps-resnet18.ipynb
cnn-text-classification.ipynb		cnn-text-classification.ipynb
cnn_bone_age.ipynb		cnn_bone_age.ipynb
cnn_bone_age_pretrained.ipynb		cnn_bone_age_pretrained.ipynb
cnn_dogscats_pretrained.ipynb		cnn_dogscats_pretrained.ipynb
cnn_fish.ipynb		cnn_fish.ipynb
collaborative-filtering-nn.ipynb		collaborative-filtering-nn.ipynb
convert_cbis-ddsm.ipynb		convert_cbis-ddsm.ipynb
data_augmentation.ipynb		data_augmentation.ipynb
exps_res34-v3.ipynb		exps_res34-v3.ipynb
feed_forward_autoencoder.ipynb		feed_forward_autoencoder.ipynb
hirarchical_text_classification_attention.ipynb		hirarchical_text_classification_attention.ipynb
imagenet-resnet18.ipynb		imagenet-resnet18.ipynb
intro-to-pytoch.ipynb		intro-to-pytoch.ipynb
lstm-text-classification-pretrained-word-embeddings.ipynb		lstm-text-classification-pretrained-word-embeddings.ipynb
lstm-text-classification.ipynb		lstm-text-classification.ipynb
lstm-variable-length-text-classification.ipynb		lstm-variable-length-text-classification.ipynb
multi-task-learning-drug-review.ipynb		multi-task-learning-drug-review.ipynb
mura_from_scratch.ipynb		mura_from_scratch.ipynb
neural-networks-with-pytorch.ipynb		neural-networks-with-pytorch.ipynb
neural-style-transfer.ipynb		neural-style-transfer.ipynb
pre-processing_fish.ipynb		pre-processing_fish.ipynb
pre_process_amz_reviews.py		pre_process_amz_reviews.py
pre_processing_amazon_reviews.ipynb		pre_processing_amazon_reviews.ipynb
rand-cnn.ipynb		rand-cnn.ipynb
reading_comprehension.ipynb		reading_comprehension.ipynb
rnn-for-time-series.ipynb		rnn-for-time-series.ipynb
rnn-language-model.ipynb		rnn-language-model.ipynb
rnn-name2lang.ipynb		rnn-name2lang.ipynb
rnn-text-classification.ipynb		rnn-text-classification.ipynb
rnn_attention_text_classification.ipynb		rnn_attention_text_classification.ipynb
seq2seq_attention.ipynb		seq2seq_attention.ipynb
seq2seq_translation.ipynb		seq2seq_translation.ipynb
small-cnn-cifar-10.ipynb		small-cnn-cifar-10.ipynb
transformer_text_classification.ipynb		transformer_text_classification.ipynb