In this tutorial, we will learn the solutions to resolve the error no module named keras.objectives. Alternatively, multiple programmers will install these modules (called “Keras”) into a different virtual environment.
Running the code in a different Python environment, so that’s why the error will occur.
Before we proceed to the solutions to solve the error, we will discuss first the meaning of keras.obejctive
What is keras.objectives?
The ‘keras.objectives’ is a module in the earlier versions of the Keras library which is provided loss functions for training deep learning models.
It consists of a collection of objective functions, which are called as loss functions or cost functions.
Which are used to calculate the difference between the predicted and actual output of a neural network during training.
These functions were used to optimize the network’s parameters in order to minimize the difference between the predicted and actual output.
Also, you may read or visit the other resolve error:
Why the ModuleNotFoundError: No module named ‘keras.objectives’ occur?
The error message “ModuleNotFoundError: No module named ‘keras.objectives’” usually occurs because the Python interpreter cannot find the installed “keras.objectives” module on your system.
There are multiple possible reasons why this error might occur:
- Missing or outdated Keras installation:
- Typo or wrong spelling to install the module name keras
- Deprecated module
- Missing dependency
- Installation of keras module is interrupted
How to solve the error no module named ‘keras.objectives’?
Moreover, this error message will occur if you’re trying to import the “keras.objectives” module, yet it isn’t installed on your system.
This module was removed in Keras 2.0, so if you are using a newer version of Keras. Then it is required that you update your code to use the new module names.
Time needed: 3 minutes
Here are the steps to solve the error no module named ‘keras.objectives’
- Step 1: Check the installed Keras module
Firstly, you can check the Keras module if it is installed on your system. Open terminal or command prompt and run the following command:
pip show keras
If you run the command above it will show an information about the Keras package, including the version number.
If the keras module is haven’t been installed, you will proceed to the next step. - Step 2: Install keras module
In your project root folder directory, open terminal or command prompt and run the following command:
pip install keras
If you run the command above it will install the latest keras packages in your python environment
- Step 3: Install keras module in specific version
You can also install the specific version because sometimes the program you are running will find a specific version of keras to install.
You can do this by opening a terminal or command prompt and run the following command:pip install keras==2.4.1
If you execute the command above it will install the specific keras packages in your python environment.
- Step 4: Change Module Name
If you are still getting the error, you will need to update your code to use into the new module names. In Keras 2.0 and above, the “keras.objectives” module was removed or deprecated, and its functions were modified to the “keras.losses” module. You can update your code with the following:
from keras.losses import binary_crossentropy
Conclusion
To conclude for this tutorial, I hope the above steps can help you to solve the error modulenotfounderror: no module named keras.objectives in your python program projects. Let me know if you have any further questions.