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