Name		Name	Last commit message	Last commit date
08_linear_regression		08_linear_regression
09_softmax		09_softmax
10_perceptron		10_perceptron
11_model_choice_underfitting_overfitting		11_model_choice_underfitting_overfitting
12_weight_decay		12_weight_decay
13_dropuot		13_dropuot
14_numerical_stability_model_initialization_activation_func		14_numerical_stability_model_initialization_activation_func
15_kaggle_housing_price_prediction		15_kaggle_housing_price_prediction
16_pytorch_neural_network_base		16_pytorch_neural_network_base
17_gpu_choice		17_gpu_choice
19_convolutional_layer		19_convolutional_layer
20_convolutional_padding_stride		20_convolutional_padding_stride
21_convolutional_mutil_input_output_channels		21_convolutional_mutil_input_output_channels
22_convolutional_pooling_layer		22_convolutional_pooling_layer
23_lenet		23_lenet
24_alexnet		24_alexnet
25_vgg		25_vgg
26_nin		26_nin
27_googlenet		27_googlenet
28_batch_normalization		28_batch_normalization
29_resnet		29_resnet
34_mutil_gpu_train		34_mutil_gpu_train
36_data_augmentation		36_data_augmentation
37_fine_tune		37_fine_tune
39_kaggle_cifar10		39_kaggle_cifar10
40_kaggle_imagenet_dogs		40_kaggle_imagenet_dogs
41_object_detection		41_object_detection
42_anchor_box		42_anchor_box
45_ssd		45_ssd
46_semantic segmentation		46_semantic segmentation
47_transposed_convolution		47_transposed_convolution
49_style transfer		49_style transfer
51_sequence_model		51_sequence_model
52_text_preprocessing		52_text_preprocessing
53_language_model		53_language_model
55_rnn		55_rnn
56_gru		56_gru
57_lstm		57_lstm
58_deep_rnn		58_deep_rnn
59_bi_rnn		59_bi_rnn
60_machine_translation		60_machine_translation
61_encoder_decoder		61_encoder_decoder
62_seq2seq		62_seq2seq
64_attention_mechanism		64_attention_mechanism
65_attention_score		65_attention_score
66_attention_mechanism_seq2seq		66_attention_mechanism_seq2seq
67_self_attention		67_self_attention
68_transformer		68_transformer
69_bert_pretrain		69_bert_pretrain
70_bert_finetune		70_bert_finetune
doc		doc
env_set		env_set
img		img
resource		resource
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md

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