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ANN_paso_a_paso_con_Numpy_parte_2_Backpropagation.ipynb
ANN_paso_a_paso_con_Numpy_parte_2_Backpropagation.ipynb
 
 
BCE_y_LogLoss.ipynb
BCE_y_LogLoss.ipynb
 
 
Bias_Variance_Tradeoff.ipynb
Bias_Variance_Tradeoff.ipynb
 
 
CIFAR10_Autoencoder_CNN_BaselineReto_SinSolucion.ipynb
CIFAR10_Autoencoder_CNN_BaselineReto_SinSolucion.ipynb
 
 
CIFAR10_Autoencoder_CNN_wNoise_SinSolucion.ipynb
CIFAR10_Autoencoder_CNN_wNoise_SinSolucion.ipynb
 
 
CIFAR10_CNN_SinSolucion.ipynb
CIFAR10_CNN_SinSolucion.ipynb
 
 
CIFAR10_CNN_wNoise_SinSolucion.ipynb
CIFAR10_CNN_wNoise_SinSolucion.ipynb
 
 
DL2_Entrenamiento_con_Keras_MINIST.ipynb
DL2_Entrenamiento_con_Keras_MINIST.ipynb
 
 
DL_Actividad_integradora_1.ipynb
DL_Actividad_integradora_1.ipynb
 
 
DL_Actividad_integradora_1_(Con_soluciones).ipynb
DL_Actividad_integradora_1_(Con_soluciones).ipynb
 
 
DL_Ejemplo_de_RNN_para_Series_de_Tiempo.ipynb
DL_Ejemplo_de_RNN_para_Series_de_Tiempo.ipynb
 
 
DL_LSTM_Text_Generation.ipynb
DL_LSTM_Text_Generation.ipynb
 
 
Descenso_por_gradiente.ipynb
Descenso_por_gradiente.ipynb
 
 
Entrenamiento_con_Keras_MINIST_CNN_sin_respuesta.ipynb
Entrenamiento_con_Keras_MINIST_CNN_sin_respuesta.ipynb
 
 
Feed_Forward_ANN_Paso_a_Paso_con_Numpy_Parte_1.ipynb
Feed_Forward_ANN_Paso_a_Paso_con_Numpy_Parte_1.ipynb
 
 
Kernel_Density_Estimation.ipynb
Kernel_Density_Estimation.ipynb
 
 
README.md
README.md
 
 
Raisin_Dataset.xlsx
Raisin_Dataset.xlsx
 
 
arxiv_abstracts.txt
arxiv_abstracts.txt
 
 
basic_self_attention_.ipynb
basic_self_attention_.ipynb
 
 
ch1_pixelcnn.ipynb
ch1_pixelcnn.ipynb
 
 
ch2_vae_faces.ipynb
ch2_vae_faces.ipynb
 
 
dcgan.ipynb
dcgan.ipynb
 
 
height_v_weight.csv
height_v_weight.csv
 
 
logistic-regression-gradient-descent.ipynb
logistic-regression-gradient-descent.ipynb
 
 
weatherAUS.csv
weatherAUS.csv
 
 

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Data_Science_Notebooks

Excercises of my talks and courses to illustrate important concepts.

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Excercises of my talks and courses to illustrate important concepts.

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