How To Install Tensorflow Python 3.7
Python is known for its versatile syntax and English language-like keywords. With thousands of modules, you tin do data visualization, data processing and even deploy auto learning models. There are many known machine learning models published which assist you, namely, Keras, Sklearn, Tensorflow, and PyTorch. Although, while using Tensorflow, you lot can encounter a No Module named Tensorflow error while running your commencement program.
No Module Named Tensorflow Mistake is a known error that arises when the Python Environment is unable to fetch TensorFlow files in site-packages. There are two primary reasons for this fault to appear, either you have not installed the TensorFlow external module or you are working on a different python surround that doesn't have Tensorflow. There are several easy means to fix this fault which are mentioned after in this post. Let'southward empathise the root cause of the fault before jumping on the solution.
What is No Module Named Tensorflow Error?
When a module is absent from the external site-library of the surroundings, the Python interpreter throws ModuleNotFoundError No Module Named Tensorflow. This error arises most of the time on depression-terminate devices because TensorFlow requires proper setup of the c++ path and other requirements. Most of the time, this error is solved by using the pip install method. But if you lot have multiple Python versions installed, then you lot'll definitely face this mistake.
Why do I become No Module Named Tensorflow Error?
In that location is no other reason for the No Module Named Tensorflow error other than missing module files. The principal trouble arises when yous're using multiple python versions and their virtual environment. Keep in heed that, Anaconda, PyCharm, Jupyter, and Spyder have their own virtual environment and it's tricky to install modules in that surround.
Causes of No Module Named Tensorflow Fault
There are some known causes of this ModuleNotFoundError. As Python lets you handle these errors hands, you lot tin debug them quickly. Following are the cause of the No Module Tensorflow error –
Module Non Installed
If you oasis't installed TensorFlow however and tried importing TensorFlow in code, then information technology'll throw this error. Modules are managed past 'pip' which is a package direction arrangement for your python. About of the time, the users forget to tick Add together Python to the PATH option while installing it. This creates problems in managing the modules.
Supporting Module Not Installed
Tensorflow has many other supporting modules like numpy, scipy, jupyter, matplotlib, pillow, and scikit-learn. If any of these modules is absent, then it'll throw an error. Make sure that these modules exist in your library.
Moreover, there are other supporting TensorFlow modules similar, tensorflow-addons, tensorflow.contrib which might be absent from your library leading to this error.
Tip: To check which libraries are installed in your environs, enter pip list on your console.
Working on Different Virtual Environment
Virtual Surround: Method by which you isolate your working Python environment from the globally installed Python. This environment has its ain installation directories and doesn't share the libraries from globally installed Python.
Many of the code editors in Windows come up with their own virtual environment. Each of these environments acts independently to global python installation and is started with blank external modules. Many times, you install a module but it'southward installed on global python, not the python from your virtual surroundings. This can pb to ModuleNotFoundError No Module named Tensorflow in the code execution.
Code editors namely, Anaconda, Jupyter, and Spyder have their own virtual surround. If yous take a like case, head over to the respective solution for each code editor.
Solutions for No Module Named Tensorflow
Following are the solutions for this fault in each code editor and OS –
Windows
In Windows, the path-related issues harras the programmers all the time. As yous have limited functionality over the terminal, you're constantly facing with ModuleNotFoundError fault. To install TensorFlow in your Windows, make sure you follow these steps –
- Uninstall existing python versions to avoid any conflicts.
- Go to Python.org and install the Python setup. Make sure you lot install the 64-scrap version. Unfortunately, Tensorflow is non supported in 32 bit systems.
- Open the installer and select the "Add Python x.x to your PATH" option. This volition ensure, that python executes from the path.
- Afterward installing, open up the command terminal or PowerShell and enter the command
pip install tensorflowin it. - Wait for it to terminate the installation and run your python file by command
python file.py
Linux
In Linux, information technology's relatively easier to install TensorFlow. First of all, cheque if you are working on a virtual surroundings by a control which python. This command will return the path of python which you're going to execute. If you are in a virtual environment, either leave the environment directory or enter the control deactivate to deactivate the virtual environment.
Annotation: Please do non try to uninstall python in Linux as information technology'll interfere with your GDM (Graphical Display Manager). Instead, install a new version and so create your own virtual environment.
Follow these steps to install Tensorflow in Linux –
sudo pip3 install tensorflow Mac
In Mac, No Module named Tensorflow is a persistent error considering of surroundings errors. If you are working on your virtual environment, y'all demand to conciliate and activate information technology again. Then use the pip list control to check if the TensorFlow module exists in your library. If non, and so use the pip3 install tensorflow to install TensorFlow.
Anaconda
If you lot're using Anaconda and you face no module named Tensorflow error, then you probably haven't installed TensorFlow in the conda environment. As anaconda has a dissimilar environment than your default python environment, you need to install TensorFlow in it. To exercise information technology follow these steps –
- Open up Anaconda Prompt on your computer.
- Enter the command
conda install tensorflowin it. - Wait for the installation to complete and restart the conda shell and run your plan.
Jupyter
If you've installed Juptyter Notebook from Anaconda, information technology'll use a conda environment. By default, the libraries in this environs need to be installed via command. To do the aforementioned, open your Conda Prompt and enter the command conda install tensorflow. This will ensure that your Juptyer Notebook has TensorFlow in it.
If your Jupyter is non installed via Anaconda, so use the pip install tensorflow to install the TensorFlow module. This will resolve the error ModuleNotFoundError No module named Tensorflow instantly.
Spyder
Spyder is installed via Anaconda which operates an Anaconda surroundings. Merely utilise the command conda install tensorflow in your Anaconda Prompt to install TensorFlow.
PyCharm
PyCharm is a special awarding that operates in its own virtual environment. Due to the unavailability of the TensorFlow error, you tin can face the no module institute mistake. Follow these steps to install TensorFlow –
- Press Settings and select the Project Interpreter tab nether projects.
- At present enter Tensorflow in the box and install it.
- After installing the package, your mistake will be resolved.
Supporting ModuleNotFoundError for Tensorflow
Tensorflow has many addons which come in handy to avert writing long lawmaking. These addons and contributions are added separately in other packages and combine with the original TensorFlow module. Following are the examples of ModuleNotFoundError –
No module named 'tensorflow.contrib'
Unfortunately, the contrib module in TensorFlow is non included in version ii.0. If you still desire to utilise the contrib module, yous'll have to install the previous version of TensorFlow. Follow these steps –
pip uninstall tensorflow pip install tensorflow==i.xiii.2 No module named 'tensorflow_addons'
Use pip install tensorflow-addons to install the addons for TensorFlow.
No Module Named Tensorflow Still Not Resolved?
If y'all've tried all the methods and were all the same not able to solve the consequence and so, there might be some hardware limitations. Tensorflow requires Python three.5-3.7, 64-bit organization, and pip>=19.0. If you lot're unable to fulfill these hardware + software requirements, and then don't worry, we nonetheless have a solution for you!
Google released a gratis product named 'Colab' in 2022. Colab allows you to run and test car learning models online. To explain more, information technology'southward a replica of the jupyter notebook with all modules installed. To use Tensorflow in Google Colab follow these steps –
- Sign in to your Google business relationship.
- Open Colab in your browser.
- Create a new Jupyter Notebook. (This notebook will be saved in your google drive).
- Blazon your code and run it.
Colab has many libraries similar TensorFlow, numpy, pandas, etc pre-installed in its shell. Make sure you make good apply of information technology.
Tip: Do not utilize Colab to store/procedure peer-to-peer files. This may result in a ban!
Come across Also
Conclusion
Tensor flow has a flexible architecture. The easy deployment of the code makes it special in nature. However, we have to exist very careful earlier using it. Whatever small syntax error tin result in wrong importing of the library.
Source: https://www.pythonpool.com/no-module-named-tensorflow-error-solved/
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