├── README.md ├── code_python ├── 3.png ├── emoji.png ├── m.png ├── mnist_ae1.png └── newimgs_ae1.png ├── notebooks ├── 00_tensorflow_basics-eager.ipynb ├── 01_deep_network_mlp.ipynb ├── 02_convolutional_network.ipynb ├── 03_autoencoder.ipynb ├── 04_conv_autoencoder.ipynb ├── 05_pretrained_finetuning.ipynb ├── 06_lstm_prediction.ipynb ├── eabda_1_densa_convolucional.ipynb └── eabda_2_lstm.ipynb ├── previous_versions └── v1_2017 │ ├── README.md │ ├── code_python │ ├── 01_shallownet.py │ ├── 02_deepdensenet.py │ ├── 03_deepconvnet.py │ ├── 04_deepconvnet_bn.py │ ├── 05_autoencoder.py │ └── 06_autoencoder-test.py │ ├── notebooks │ ├── 01_ShallowNetwork.ipynb │ ├── 02_DeepNetwork.ipynb │ ├── 03_AutoEncoder.ipynb │ ├── 3.png │ ├── emoji.png │ ├── m.png │ └── mnist_test_autoencoder.png │ └── slides │ ├── 2018_fgv_Slides_DL1-CNNs_DataScience_Bootcamp-slides.pdf │ └── 2018_fgv_Slides_DL2-AEs_DataScience_Bootcamp-slides.pdf └── slides ├── 2018 ├── 2018-8-ERIPI-DeepLearning-Parte1-Introducao-e-CNNs.pdf └── 2018-8-ERIPI-DeepLearning-Parte2-AutoEncoders.pdf ├── MAPonti_Deep_Learning_III_memory_based_layers_for_sequence_learning_slides.pdf ├── MAPonti_Deep_Learning_II_unsupervised_learning_with_AEs_slides.pdf ├── MAPonti_Deep_Learning_I_shallow_to_deep__dense_and_convolutional_layers_slides.pdf └── eabda-deeplearning_moacir_p1.pdf /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/README.md -------------------------------------------------------------------------------- /code_python/3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/code_python/3.png -------------------------------------------------------------------------------- /code_python/emoji.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/code_python/emoji.png -------------------------------------------------------------------------------- /code_python/m.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/code_python/m.png -------------------------------------------------------------------------------- /code_python/mnist_ae1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/code_python/mnist_ae1.png -------------------------------------------------------------------------------- /code_python/newimgs_ae1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/code_python/newimgs_ae1.png -------------------------------------------------------------------------------- /notebooks/00_tensorflow_basics-eager.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/notebooks/00_tensorflow_basics-eager.ipynb -------------------------------------------------------------------------------- /notebooks/01_deep_network_mlp.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/notebooks/01_deep_network_mlp.ipynb -------------------------------------------------------------------------------- /notebooks/02_convolutional_network.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/notebooks/02_convolutional_network.ipynb -------------------------------------------------------------------------------- /notebooks/03_autoencoder.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/notebooks/03_autoencoder.ipynb -------------------------------------------------------------------------------- /notebooks/04_conv_autoencoder.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/notebooks/04_conv_autoencoder.ipynb -------------------------------------------------------------------------------- /notebooks/05_pretrained_finetuning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/notebooks/05_pretrained_finetuning.ipynb -------------------------------------------------------------------------------- /notebooks/06_lstm_prediction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/notebooks/06_lstm_prediction.ipynb -------------------------------------------------------------------------------- /notebooks/eabda_1_densa_convolucional.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/notebooks/eabda_1_densa_convolucional.ipynb -------------------------------------------------------------------------------- /notebooks/eabda_2_lstm.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/notebooks/eabda_2_lstm.ipynb -------------------------------------------------------------------------------- /previous_versions/v1_2017/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/previous_versions/v1_2017/README.md -------------------------------------------------------------------------------- /previous_versions/v1_2017/code_python/01_shallownet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/previous_versions/v1_2017/code_python/01_shallownet.py -------------------------------------------------------------------------------- /previous_versions/v1_2017/code_python/02_deepdensenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/previous_versions/v1_2017/code_python/02_deepdensenet.py -------------------------------------------------------------------------------- /previous_versions/v1_2017/code_python/03_deepconvnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/previous_versions/v1_2017/code_python/03_deepconvnet.py -------------------------------------------------------------------------------- /previous_versions/v1_2017/code_python/04_deepconvnet_bn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/previous_versions/v1_2017/code_python/04_deepconvnet_bn.py -------------------------------------------------------------------------------- /previous_versions/v1_2017/code_python/05_autoencoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/previous_versions/v1_2017/code_python/05_autoencoder.py -------------------------------------------------------------------------------- /previous_versions/v1_2017/code_python/06_autoencoder-test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/previous_versions/v1_2017/code_python/06_autoencoder-test.py -------------------------------------------------------------------------------- /previous_versions/v1_2017/notebooks/01_ShallowNetwork.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/previous_versions/v1_2017/notebooks/01_ShallowNetwork.ipynb -------------------------------------------------------------------------------- /previous_versions/v1_2017/notebooks/02_DeepNetwork.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/previous_versions/v1_2017/notebooks/02_DeepNetwork.ipynb -------------------------------------------------------------------------------- /previous_versions/v1_2017/notebooks/03_AutoEncoder.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/previous_versions/v1_2017/notebooks/03_AutoEncoder.ipynb -------------------------------------------------------------------------------- /previous_versions/v1_2017/notebooks/3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/previous_versions/v1_2017/notebooks/3.png -------------------------------------------------------------------------------- /previous_versions/v1_2017/notebooks/emoji.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/previous_versions/v1_2017/notebooks/emoji.png -------------------------------------------------------------------------------- /previous_versions/v1_2017/notebooks/m.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/previous_versions/v1_2017/notebooks/m.png -------------------------------------------------------------------------------- /previous_versions/v1_2017/notebooks/mnist_test_autoencoder.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/previous_versions/v1_2017/notebooks/mnist_test_autoencoder.png -------------------------------------------------------------------------------- /previous_versions/v1_2017/slides/2018_fgv_Slides_DL1-CNNs_DataScience_Bootcamp-slides.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/previous_versions/v1_2017/slides/2018_fgv_Slides_DL1-CNNs_DataScience_Bootcamp-slides.pdf -------------------------------------------------------------------------------- /previous_versions/v1_2017/slides/2018_fgv_Slides_DL2-AEs_DataScience_Bootcamp-slides.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/previous_versions/v1_2017/slides/2018_fgv_Slides_DL2-AEs_DataScience_Bootcamp-slides.pdf -------------------------------------------------------------------------------- /slides/2018/2018-8-ERIPI-DeepLearning-Parte1-Introducao-e-CNNs.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/slides/2018/2018-8-ERIPI-DeepLearning-Parte1-Introducao-e-CNNs.pdf -------------------------------------------------------------------------------- /slides/2018/2018-8-ERIPI-DeepLearning-Parte2-AutoEncoders.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/slides/2018/2018-8-ERIPI-DeepLearning-Parte2-AutoEncoders.pdf -------------------------------------------------------------------------------- /slides/MAPonti_Deep_Learning_III_memory_based_layers_for_sequence_learning_slides.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/slides/MAPonti_Deep_Learning_III_memory_based_layers_for_sequence_learning_slides.pdf -------------------------------------------------------------------------------- /slides/MAPonti_Deep_Learning_II_unsupervised_learning_with_AEs_slides.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/slides/MAPonti_Deep_Learning_II_unsupervised_learning_with_AEs_slides.pdf -------------------------------------------------------------------------------- /slides/MAPonti_Deep_Learning_I_shallow_to_deep__dense_and_convolutional_layers_slides.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/slides/MAPonti_Deep_Learning_I_shallow_to_deep__dense_and_convolutional_layers_slides.pdf -------------------------------------------------------------------------------- /slides/eabda-deeplearning_moacir_p1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maponti/deeplearning_intro_datascience/HEAD/slides/eabda-deeplearning_moacir_p1.pdf --------------------------------------------------------------------------------