Tensorflow

How to setup a CNN model for review classification in Keras

How to setup a CNN model for review classification in Keras     Review classification is the process of determining the sentiment of a piece of text, such as a product review, and classifying it as positive, negative or neutral. A Convolutional Neural Network (CNN) is a type of neural network that can be used …

How to setup a Multi-Layer Perceptron model for review classification in Keras

How to setup a Multi-Layer Perceptron model for review classification in Keras     Review classification is the process of determining the sentiment of a piece of text, such as a product review, and classifying it as positive, negative or neutral. A Multi-Layer Perceptron (MLP) is a type of neural network that can be used …

How to setup a GRU (RNN) model for imdb sentiment analysis in Keras

How to setup a GRU (RNN) model for imdb sentiment analysis in Keras     Sentiment analysis is the process of determining the emotional tone of a piece of text, such as a review or a tweet. A Gated Recurrent Unit (GRU) is a type of Recurrent Neural Network (RNN) that can be used for …

How to setup a LSTM (RNN) model for imdb sentiment analysis in Keras

How to setup a LSTM (RNN) model for imdb sentiment analysis in Keras     Sentiment analysis is the process of determining the emotional tone of a piece of text, such as a review or a tweet. A Long Short-Term Memory (LSTM) is a type of Recurrent Neural Network (RNN) that can be used for …

How to setup a Simple RNN model for imdb sentiment analysis in Keras

How to setup a Simple RNN model for imdb sentiment analysis in Keras   Sentiment analysis is the process of determining the emotional tone of a piece of text, such as a review or a tweet. A Simple Recurrent Neural Network (RNN) is a type of neural network that can be used for sentiment analysis, …

How to setup a CNN model for imdb sentiment analysis in Keras

How to setup a CNN model for imdb sentiment analysis in Keras     Sentiment analysis is the process of determining the emotional tone of a piece of text, such as a review or a tweet. A Convolutional Neural Network (CNN) is a type of neural network that can be used for sentiment analysis, and …

How to setup a Multi-Layer Perceptron model for imdb sentiment analysis in Keras

How to setup a Multi-Layer Perceptron model for imdb sentiment analysis in Keras     Sentiment analysis is the process of determining the emotional tone of a piece of text, such as a review or a tweet. The Multi-Layer Perceptron (MLP) is a type of neural network that can be used for sentiment analysis, and …

How to classify digits using a VGG16 network achitecture in Keras and Python

How to classify digits using a VGG16 network achitecture in Keras and Python     Classifying digits using a VGG16 network architecture in Keras and Python is a process that involves several steps. The VGG16 architecture is a deep learning model that is commonly used for image classification tasks, and Keras is a high-level neural …

How to build a VGG16 network using Keras and Python

How to build a VGG16 network using Keras and Python     VGG16 is a deep learning model that is commonly used for image classification tasks. It was developed by the Visual Geometry Group at the University of Oxford and is known for its high accuracy and good performance on a variety of image datasets. …

Fashion Image classification (fashion_mnist) using a LaNet Architecture in Python

Fashion Image classification (fashion_mnist) using a LaNet Architecture in Python     Fashion image classification is a task of recognizing the type of clothing or accessory present in an image. The Fashion MNIST dataset is a commonly used dataset for this task, and it consists of images of clothing and accessories, along with their corresponding …