deeplearning-tensorflow2-notebooks

receptive filed visualization دوره جامع یادگیری عمیق با Tensorflow و Keras

Name		Name	Last commit message	Last commit date
Latest commit History 114 Commits
SRU-deeplearning-workshop(old version)		SRU-deeplearning-workshop(old version)
dataset		dataset
homework		homework
image		image
01-Simple-neural-network(mlp)-in-keras.ipynb		01-Simple-neural-network(mlp)-in-keras.ipynb
01_Simple_neural_network(mlp)_in_keras.ipynb		01_Simple_neural_network(mlp)_in_keras.ipynb
02-Cross-entropy-sparse-from_logits-flatten.ipynb		02-Cross-entropy-sparse-from_logits-flatten.ipynb
03_Dropout.ipynb		03_Dropout.ipynb
04_ConvolutionalNeuralNetwork-Hoda-Keras.ipynb		04_ConvolutionalNeuralNetwork-Hoda-Keras.ipynb
05_GAP_and_different_input_size.ipynb		05_GAP_and_different_input_size.ipynb
06_batchnorm.ipynb		06_batchnorm.ipynb
07_CNN-cat_Vs_dog.ipynb		07_CNN-cat_Vs_dog.ipynb
08_Load_data_from_kaggle.ipynb		08_Load_data_from_kaggle.ipynb
09_data_augmentation.ipynb		09_data_augmentation.ipynb
10_using_a_pretrained_convnet.ipynb		10_using_a_pretrained_convnet.ipynb
11_using-a-pretrained-convnet-webcam.ipynb		11_using-a-pretrained-convnet-webcam.ipynb
12_Transfer_learning_part1.ipynb		12_Transfer_learning_part1.ipynb
13_Transfer_learning_part2_and_Fine_tuning.ipynb		13_Transfer_learning_part2_and_Fine_tuning.ipynb
14-intro-to-tf-data.ipynb		14-intro-to-tf-data.ipynb
14.5-tf-data-cache.ipynb		14.5-tf-data-cache.ipynb
15_image_dataset_from_directory.ipynb		15_image_dataset_from_directory.ipynb
16-transfer_learning_with_mobilenet.ipynb		16-transfer_learning_with_mobilenet.ipynb
17-Layer-wise-Differential-learning-rates.ipynb		17-Layer-wise-Differential-learning-rates.ipynb
18_ Basic-regression-with-Keras.ipynb		18_ Basic-regression-with-Keras.ipynb
19-regression.ipynb		19-regression.ipynb
20-functional.ipynb		20-functional.ipynb
21_cnn-and-price-regression.ipynb		21_cnn-and-price-regression.ipynb
22_Multiple-Inputs-and-Mixed-Data.ipynb		22_Multiple-Inputs-and-Mixed-Data.ipynb
22_Multiple_Inputs_and_Mixed_Data.ipynb		22_Multiple_Inputs_and_Mixed_Data.ipynb
23-image-localization-regression.ipynb		23-image-localization-regression.ipynb
24-object-classification-and-localization.ipynb		24-object-classification-and-localization.ipynb
25-object-classification-and-localization-inference.ipynb		25-object-classification-and-localization-inference.ipynb
26-text_classification.ipynb		26-text_classification.ipynb
27-text_classification-persian.ipynb		27-text_classification-persian.ipynb
28-text_classification-imbalanced.ipynb		28-text_classification-imbalanced.ipynb
30_analogy_using_embeddings.ipynb		30_analogy_using_embeddings.ipynb
31_gensim_embeddings.ipynb		31_gensim_embeddings.ipynb
32-embedings_space_2d_with_pca.ipynb		32-embedings_space_2d_with_pca.ipynb
33-text-classification-pretrained_word_embeddings.ipynb		33-text-classification-pretrained_word_embeddings.ipynb
34_RecommendationSystem.ipynb		34_RecommendationSystem.ipynb
35-RecommendationSystem-tf-data.ipynb		35-RecommendationSystem-tf-data.ipynb
36_RecommendationSystem_final.ipynb		36_RecommendationSystem_final.ipynb
37_entity_embedding.ipynb		37_entity_embedding.ipynb
38-intro_python_oop.ipynb		38-intro_python_oop.ipynb
39-model_sub_classing.ipynb		39-model_sub_classing.ipynb
40-Tensors_and_model_subclassing.ipynb		40-Tensors_and_model_subclassing.ipynb
41-autoencoder_part1_transposed_conv.ipynb		41-autoencoder_part1_transposed_conv.ipynb
42-autoencoder_part2_upsampling.ipynb		42-autoencoder_part2_upsampling.ipynb
43-autoencoder-anomaly.ipynb		43-autoencoder-anomaly.ipynb
43.5-autoencoder_anomaly_conv1d.ipynb		43.5-autoencoder_anomaly_conv1d.ipynb
44-U-Net.ipynb		44-U-Net.ipynb
45_simple_GAN.ipynb		45_simple_GAN.ipynb
46_GrdientTape.ipynb		46_GrdientTape.ipynb
47-dcgan_overriding_train_step.ipynb		47-dcgan_overriding_train_step.ipynb
48-pix2pix.ipynb		48-pix2pix.ipynb
49-Intro_to_audio.ipynb		49-Intro_to_audio.ipynb
50-spectogram.ipynb		50-spectogram.ipynb
51-simple-audio-classification.ipynb		51-simple-audio-classification.ipynb
52-transfer_learning_audio.ipynb		52-transfer_learning_audio.ipynb
53-license-plate-recognition.ipynb		53-license-plate-recognition.ipynb
54-captcha-ocr.ipynb		54-captcha-ocr.ipynb
55-ctc_asr.ipynb		55-ctc_asr.ipynb
56_KerasTuner_intro.ipynb		56_KerasTuner_intro.ipynb
57_KerasTuner_hp_int.ipynb		57_KerasTuner_hp_int.ipynb
58_KerasTuner_conditional_hyperparameters.ipynb		58_KerasTuner_conditional_hyperparameters.ipynb
59-onnx-export.ipynb		59-onnx-export.ipynb
60-load-onnxruntime-gpu.ipynb		60-load-onnxruntime-gpu.ipynb
61-mixup-v2.ipynb		61-mixup-v2.ipynb
61-mixup.ipynb		61-mixup.ipynb
62-cutmix-v2.ipynb		62-cutmix-v2.ipynb
62-cutmix.ipynb		62-cutmix.ipynb
63-x_ray_bone.ipynb		63-x_ray_bone.ipynb
64-dog_breeds.ipynb		64-dog_breeds.ipynb
65-bit.ipynb		65-bit.ipynb
README.md		README.md
dataset.py		dataset.py
export.onnx		export.onnx
speech.wav		speech.wav

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