Keras

Keras Modules

Keras Modules

There are various modules that can be used in Keras. These modules are as follows:

  • Activations: In this module, there is a list of activator functions that are used to create Keras-based models. 
  • Initializers: It provides a list of initializer functions that provides initial weight to different functions. 
  • Regularizers: Regularizers are used in the optimization phase where it applies some penalties on layer parameters. 
  • Optimizers: In this list, you will get a list of optimizers that are used to optimize the input weights.
  • Callback: This module provides a callback function that can be used while training the model. 
  • Losses: This function is used to find errors or deviations in the process of learning. The loss function is required at the time of the model compilation process.
  • Image processing: Images can be converted into NumPy arrays with the help of this module. It is used in the data preparation phase.
  • Text Processing: Text can be converted into NumPy arrays by using the Text Processing module. It is also used in the data preparation phase. 
  • Sequence Processing: This module provides functions that are used to generate time-based data with a given input. 
  • Utilities: Several utilities in deep learning are provided in this module. 
  • Backend: It provides functions of backend libraries like Theano and TensorFlow. 
     

Top course recommendations for you

    Dynamic Programing
    2 hrs
    Intermediate
    9.6K+ Learners
    4.58  (496)
    Graph Based Algorithms
    3 hrs
    Intermediate
    4.2K+ Learners
    4.51  (420)
    Linked list Basics
    3 hrs
    Beginner
    9.9K+ Learners
    4.35  (400)
    Stacks and Queues
    3 hrs
    Beginner
    7.3K+ Learners
    4.35  (495)
    C for Beginners
    2 hrs
    Beginner
    155.4K+ Learners
    4.49  (16535)
    Binary Trees
    2 hrs
    Intermediate
    5.6K+ Learners
    4.6  (233)
    PowerPoint for Beginners
    2 hrs
    Beginner
    72.6K+ Learners
    4.53  (5234)
    Splunk Tutorial
    1 hrs
    Beginner
    4.2K+ Learners
    4.5  (330)