modulenotfounderror no module named 'keras'

modulenotfounderror: no module named ‘keras’

by

In this post, you will learn the solutions to resolve the error modulenotfounderror no module named keras.

Also, we will discuss the meaning of keras and why this error occur.

Before you will learn the solutions to solve the error, we will discuss first what is keras in Python?

What is keras in Python?

Keras is an open-source deep learning framework for Python which is designed to be user-friendly, modular, and extensible.

It was developed by Francois Chollet and first released in 2015.

Furthermore, a keras is built on top of TensorFlow, a popular open-source machine learning library.

It provides a high-level API for building and training deep learning models.

Keras supports a wide range of neural network architectures.

Including convolutional networks (CNNs), recurrent networks (RNNs) and combinations of these architectures.

It also supports a variety of input data formats, including images, text, and time-series data.

Also read the resolved error: Modulenotfounderror: no module named worker worker

Advantages of Keras

  • It is simple and easy to use.
  • It can quickly build and train deep learning models using just a few lines of code.
  • It includes a wide range of pre-built layers, loss functions, and optimization algorithms.
  • It is easy to experiment with various model architectures and training configurations.

Why this error no module named keras occur?

The error message “no module named keras” occurs because the Python interpreter cannot find the Keras module installed in your python environment.

This error commonly occurs for multiple reasons, including:

  • The Keras is not installed
  • The Keras is installed in a different environment
  • Wrong spelling when importing the name module
  • The Keras version has conflict.
  • The Dependency has conflict.

How to solved the error modulenotfounderror: no module named keras?

The common reason is that the Python does not provide keras in its standard library.

You will not install it with pip install keras either.

Rather, you need to install the TensorFlow library using Python’s package manager pip.

Time needed: 3 minutes

Here are the solutions to solve the error modulenotfounderror: no module named keras

  • Solutions 1: Install tensorflow

    In your project root directory, open the command prompt to terminal windows and here is the following command to install tensorflow:

    pip install tensorflow

    After you run the command above it will download and install the tensorflow package in your python environment.

    pip install tensorflow modulenotfounderror no module named 'keras'

    We will assume that your pip version is updated. If it is not, you can use the following commands in your terminal windows, command prompt, or shell to update your pip.

    python -m pip install –upgrade pip

    After you run the command above it will upgrade your pip version.

    pip install modulenotfounderror no module named 'keras'

  • Solutions 2: Check the spelling

    Make sure that you have spelled ‘keras‘ correctly in your code. The import statement should be from tensorflow import keras , not import Keras or import keras_module .

  • Solutions 3: Check your environment

    When you are using a virtual environment or conda environment, you will make sure that the Keras is installed in the same environment that you are currently working in.

    To activate the correct environment in conda, here are the following commands to install:

    conda activate

    To activate the correct environment in windows, here are the following commands to install:

    source activate

  • Solutions 4: Install tensorflow module in python 3

    In your project root directory, open the command prompt to terminal windows and here is the following command to install tensorflow in python3:

    pip3 install tensorflow

    After you run the command above it will download and install the tensorflow package in your python3 environmnet.

    pip3 install tensorflow modulenotfounderror no module named 'keras'

  • Solutions 5: Install module tensorflow in server side

    In your project root directory, open the command prompt or terminal windows and here is the following command to install tensorflow in python server side:

    pip install --user tensorflow

    After you run the command above it will download and install the tensorflow package in your python3 environment.

    server side install tensorflow modulenotfounderror no module named 'keras'

  • Solutions 6: Install module tensorflow in Ubuntu

    The following command to install tensorflow in Ubuntu:

    sudo apt install tensorflow

What is the Difference Between ImportError and ModuleNotFoundError?

The Difference Between ImportError and ModuleNotFoundError is that the ImportError is more general exception.

That can occur for multiple reasons while importing a module, whereas ModuleNotFoundError is a specific type of ImportError.

That is occurred when the interpreter cannot find the module that is being imported.

Conclusion

In conclusion, the “ModuleNotFoundError: No module named ‘keras’” error occurs when the Python interpreter cannot find the Keras module.

This error can have various causes, including a missing installation of Keras, incorrect spelling in the import statement, Keras being installed in a different environment, version conflicts, or dependency conflicts.

Leave a Comment