Tag Archives: deep learning

Learn Keras by Example – How to Visualize Loss History

Hits: 8 Visualize Loss History Preliminaries /* Load libraries */ import numpy as np from keras.datasets import imdb from keras.preprocessing.text import Tokenizer from keras import models from keras import layers import matplotlib.pyplot as plt /* Set random seed */ np.random.seed(0) Using TensorFlow backend. Load Movie Review Data /* Set the number of features we want …

Learn Keras by Example – How to Save Model Training Progress

Hits: 3 Save Model Training Progress Preliminaries /* Load libraries */ import numpy as np from keras.datasets import imdb from keras.preprocessing.text import Tokenizer from keras import models from keras import layers from keras.callbacks import ModelCheckpoint #/* Set random seed */ np.random.seed(0) Load IMDB Movie Review Data /* Set the number of features we want */ …

Learn Keras by Example – Preprocessing Data For Neural Networks

Hits: 3 Preprocessing Data For Neural Networks Typically, a neural network’s parameters are initialized (i.e. created) as small random numbers. Neural networks often behave poorly when the feature values much larger than parameter values. Furthermore, since an observation’s feature values will are combined as they pass through individual units, it is important that all features …

How to setup an object classification model in Keras using CNN

Hits: 8 (How to setup an object classification model in Keras using CNN) In this Learn through Codes example, How to setup an object classification model in Keras using CNN.  How_to_setup_an_object_classification_model_in_Keras_using_CNN   Python Example for Beginners Special 95% discount 2000+ Applied Machine Learning & Data Science Recipes Portfolio Projects for Aspiring Data Scientists: Tabular …

How to setup MLP and CNN for MNIST dataset in Keras

Hits: 25 (How to setup MLP and CNN for MNIST dataset in Keras) In this Learn through Codes example, How to setup MLP and CNN for MNIST dataset in Keras.  How_to_setup_MLP_and_CNN_for_MNIST_dataset_in_Keras   Python Example for Beginners Special 95% discount 2000+ Applied Machine Learning & Data Science Recipes Portfolio Projects for Aspiring Data Scientists: Tabular …

How to setup Time Based Learning Rate Decay in Keras

Hits: 7 (How to setup Time Based Learning Rate Decay in Keras) In this Learn through Codes example, How to setup Time Based Learning Rate Decay in Keras.  How_to_setup_Learning_Rate_Decay_in_Keras   Python Example for Beginners Special 95% discount 2000+ Applied Machine Learning & Data Science Recipes Portfolio Projects for Aspiring Data Scientists: Tabular Text & …

How to setup Dropout Regularization in Keras

Hits: 6 (How to setup Dropout Regularization in Keras) In this Learn through Codes example, How to setup Dropout Regularization in Keras.  Dropout_Regularization_on_the_Visible_Layer Python Example for Beginners Special 95% discount 2000+ Applied Machine Learning & Data Science Recipes Portfolio Projects for Aspiring Data Scientists: Tabular Text & Image Data Analytics as well as Time …

How to setup Dropout Regularization in Keras

Hits: 12 (How to setup Dropout Regularization in Keras) In this Learn through Codes example, How to setup Dropout Regularization in Keras in Python.  How_to_setup_Dropout_Regularization_in_Keras Python Example for Beginners Special 95% discount 2000+ Applied Machine Learning & Data Science Recipes Portfolio Projects for Aspiring Data Scientists: Tabular Text & Image Data Analytics as well …

Visualize Model Training History in Keras in Python

Hits: 13 (Visualize Model Training History in Keras in Python) In this Learn through Codes example, How to Visualize Model Training History in Keras in Python.  Visualize_Model_Training_History_in_Keras_in_Python Python Example for Beginners Special 95% discount 2000+ Applied Machine Learning & Data Science Recipes Portfolio Projects for Aspiring Data Scientists: Tabular Text & Image Data Analytics …

Regression with the Keras in Python

Hits: 9 (Regression with the Keras in Python) In this Learn through Codes example, you will learn Regression with the Keras in Python.  Regression_with_the_Keras_in_Python Python Example for Beginners Special 95% discount 2000+ Applied Machine Learning & Data Science Recipes Portfolio Projects for Aspiring Data Scientists: Tabular Text & Image Data Analytics as well as …

Binary Classification: Smaller Keras Model in Python with Standardized data

Hits: 27 (Binary Classification: Smaller Keras Model in Python with Standardized data) Python Example for Beginners Special 95% discount 2000+ Applied Machine Learning & Data Science Recipes Portfolio Projects for Aspiring Data Scientists: Tabular Text & Image Data Analytics as well as Time Series Forecasting in Python & R Two Machine Learning Fields There are …

Binary Classification with Sonar Dataset: Baseline Keras Model in Python

Hits: 16 (Binary Classification with Sonar Dataset: Baseline Keras Model in Python) In this Learn through Codes example, you will learn Binary Classification with Sonar Dataset: Baseline Keras Model in Python.  Binary_Classification_with_Sonar_Dataset_Baseline_Keras_Model_in_Python   Python Example for Beginners Special 95% discount 2000+ Applied Machine Learning & Data Science Recipes Portfolio Projects for Aspiring Data Scientists: …

How to do multi-class classification with Keras in Python

Hits: 24 (How to do multi-class classification with Keras in Python) In this Learn through Codes example, you will learn how to do multi-class classification with Keras in Python.  How_to_multi-class_classification_with_Keras_in_Python   Python Example for Beginners Special 95% discount 2000+ Applied Machine Learning & Data Science Recipes Portfolio Projects for Aspiring Data Scientists: Tabular Text …

Keras Deep Learning with Grid Search using sklearn

Hits: 15 (Keras Deep Learning with Grid Search using sklearn) In this Learn through Codes example, you will learn Keras Deep Learning with Grid Search using sklearn.  Keras_Deep_Learning_with_Grid_Search_using_sklearn Python Example for Beginners Special 95% discount 2000+ Applied Machine Learning & Data Science Recipes Portfolio Projects for Aspiring Data Scientists: Tabular Text & Image Data …

Keras Deep Learning with 10-fold cross validation using sklearn

Hits: 15 (Keras Deep Learning with 10-fold cross validation using sklearn) In this Learn through Codes example, you will learn Keras Deep Learning with 10-fold cross validation using sklearn.  Keras_Deep_Learning_with_10-fold_cross_validation_using_sklearn Python Example for Beginners Special 95% discount 2000+ Applied Machine Learning & Data Science Recipes Portfolio Projects for Aspiring Data Scientists: Tabular Text & …

How to install, load and describe Penn Machine Learning Benchmarks – Yeast Datasets

Hits: 27   In this Applied Machine Learning & Data Science Recipe (Jupyter Notebook), the reader will find the practical use of applied machine learning and data science in Python programming: How to install, load and describe Penn Machine Learning Benchmarks – Yeast Datasets. What should I learn from this recipe? You will learn: How …