├── .gitignore ├── Adaline.ipynb ├── Backpropagation.ipynb ├── Funções de Ativação.ipynb ├── LICENSE ├── Neurônio Sigmoid.ipynb ├── Perceptron.ipynb ├── Perceptron_Intuicao.ipynb ├── README.md ├── Rede Neural.ipynb ├── Rede Neural_Intuição.ipynb ├── data ├── anuncios.csv ├── medidas.csv └── notas.csv ├── images ├── backprop_example_1.png ├── backpropagation_padroes.png ├── bias_truque.jpg ├── circuito_2.png ├── circuito_2_back.png ├── circuito_3.png ├── circuito_3_back.png ├── circuito_3_forward.png ├── classificador_linear.png ├── comparacao_camadas.jpeg ├── comparacao_perceptron_adaline.png ├── comparacao_regularizacao.jpeg ├── derivada.gif ├── funcao_de_ativacao_elu.png ├── funcao_de_ativacao_gaussian.png ├── funcao_de_ativacao_leaky_relu.png ├── funcao_de_ativacao_linear.png ├── funcao_de_ativacao_relu.png ├── funcao_de_ativacao_sigmoid.png ├── funcao_de_ativacao_tanh.png ├── funcoes_de_ativacao.png ├── hiperplanos_perceptron_adaline.png ├── lr_decay_exponential_1.png ├── lr_decay_exponential_2.png ├── lr_decay_exponential_3.png ├── lr_decay_staircase_1.png ├── lr_decay_staircase_2.png ├── lr_decay_staircase_3.png ├── lr_decay_time_based_1.png ├── lr_decay_time_based_2.png ├── lr_decay_time_based_3.png ├── nn_arquitetura.png ├── perceptron.png ├── pesos_glorot_normal.png ├── pesos_glorot_uniform.png ├── pesos_normal.png ├── pesos_ones.png ├── pesos_uniform.png ├── pesos_zeros.png ├── porta_multiplicacao.png ├── pre_processamento.png ├── pre_processamento_pca_whitening.png └── udemy_logo.png └── utils ├── __init__.py ├── grad_check.py ├── plot.py └── samples_generator.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/arnaldog12/Manual-Pratico-Deep-Learning/HEAD/.gitignore -------------------------------------------------------------------------------- /Adaline.ipynb: -------------------------------------------------------------------------------- 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