I'm following the instructions from https://www.tensorflow.org/install/pip#python-version-support to install tensorflow. I've used tensorflow before but for some reason, it has just stopped working. I'm using VS Code.
First, I check that pip and python are compatible:
python3 --version
python3 -m pip --version
I have Python 3.10.8, with pip 22.3.1 so it should be compatible. Then, I create a conda environment and activate it:
conda create --name tf python=3.9
conda activate tf
However, now when I try
pip install tensorflow
I get the error
ERROR: Could not find a version that satisfies the requirement tensorflow (from versions: none)
ERROR: No matching distribution found for tensorflow
How can I fix this? I also tried things in the past like installing tensorflow through Conda, but I get errors when importing tensorflow there.
Could you please try again by opening anaconda cmd propmt and run below code:
conda create --name tf_new python=3.10
conda activate tf_new
then install tensorflow using:
pip install tensorflow
Now open the VS code by selecting the same created VirEnv tf_new from Anaconda navigator.
In VScode, Open a new jupyter notebook file and run the below code by selecting the tf_new (Conda VirEnv) in kernel(from top right) .
import tensorflow as tf
tf.__version__
Output:
'2.11.0'
Related
I am working on a jupyter notebook script which I used last year to train a neural network.
When I try to import the keras tokenizer:
from keras.preprocessing.text import Tokenizer
I receive this error
I have seen other posts which suggest that I need to update tensorflow. My anaconda environment tells me I have 1.13.1 installed. But when I try to update tensorflow-base to 1.15 in the anaconda navigator, I receive this error:
I can update tensorflow from my command line using:
conda install tensorflow=1.15.0
But this doesn't update tensorflow in my anaconda environment and the error persists in my notebook.
Any help would be much appreciated! As you can probably tell, I am a novice python user.
The error says some packages needed to update Tensorflow/Andaconda requires Python 3.11 or newer. Since not all of the error log can be seen however, I would upgrade to python 3.7 to be safe. You can download this from the official page: https://www.python.org/downloads/
If the problem persists, try using pip to update the packages(In bash) :
pip install tensorflow
pip install conda
If you get an error while using pip, try:
pip3 install tensorflow
pip3 install conda
This same method can be used to update keras:
pip install keras
or if that does not work:
pip3 install keras
If pip is not recognized at a command, Python 3.7 is not added to path. I do not have experience with macOS, but this article should go into enough depth.
https://realpython.com/add-python-to-path/#how-to-add-python-to-path-on-linux-and-macos
screenshot of the error I'm getting:
Create a New Virtual Environment in Anaconda and Try installing the Latest Version of Tensorflow.
Steps are mentioned below:
conda create -n TF_Latest python=3.8 anaconda
conda activate TF_Latest
pip install tensorflow
Also, please find Anaconda Documentation for Installing Tensorflow, for more information.
With Python3.5, I try to use the 'tensorflow' module:
import tensorflow as tf
But.. it says No mudule named tensorflow
I just tried to download the module with pip3:
pip3 install --upgrade tensorflow-gpu
(I have all the requirements to run tensorflow with GPU support as described at tensorflow.org)
I've seen a similar question here ImportError: No module named tensorflow , here's a sum up of what's inside:
Make sure installation is correct via:
pip3 show tensorflow
You can optionally re-install it again using: pip install tensorflow==1.2.0 --ignore-installed
Make sure you're running the python code with Python 3.x, verify using: python --version
Make sure you install TF and run the script through the same user, avoid installing TF using sudo pip install... and running the code with python script.py
I have been trying to download tensorflow, and numpy so that they will work when I run them in python 3.5 idle ( the newest model that tensorflow seems to work with). I have both python 3.6 and 3.5 downloaded and I can't seem to make anything that I download( numpy so far) apply to anything but 3.6. I'm not sure if this has something to do with the path that I am calling them through command line, but I was wondering if there was an answer to this situation.
1] Using pip package manager
Use pip to install numpy for you : pip install numpy
If you do not have pip you can install it by following command : python get-pip.py
Use pip to install tensorflow for you: pip install tensorflow
2] Using Anaconda or Miniconda (RECOMMENDED)
Install Anaconda or Miniconda
conda is the package manager for Anaconda and Miniconda
Open the Conda prompt
Anaconda comes with numpy package so no need to explicitly install numpy
In case if you have downloaded Miniconda then you have to install numpy I guess. Run the following command to install numpy : conda install numpy
Run the following command to install tensorflow :conda install -c conda-forge tensorflow or simply conda install tensorflow
Anaconda also comes with it's own pip. You can use Anaconda's pip to install tensorflow by running pip install tensorflow
===========================================================================
By any chance if you get an error in the terminal saying that "command" is not recognized as an internal or external command which means you have not specified the absolute path of pip or python or conda
One solution to the above error can be to add the path of python, pip and anaconda as an environmental variable if you are on windows
If you are on Linux you can add the path of python, pip and anaconda to the PATH variable by export PATH=$PATH:/path/to/dir
I ran the following on my Anaconda command prompt for python 3.6:
pip install keras
Next, typing the following on Spyder:
import keras
The above gives me an error:
No module named 'tensorflow'
Tring to do pip install tensorflow on the Anaconda command prompt gives me the follwing error:
No matching distribution found for tensorflow
To install a module into anaconda, use
$ conda install tensorflow
The command that you ran
$ pip install tensorflow
will not install it inside the anaconda virtualenv for python.
If you try
$ python
>>> import keras
This will work after pip install tensorflow. However, use conda package manager to install modules to anaconda.