python-tensorflowHow do I install TensorFlow for Python?
Installing TensorFlow for Python can be done in a few simple steps.
- Install the latest version of Python.
- Download and install TensorFlow from the official website.
- Create a virtual environment and activate it.
python -m venv env
source env/bin/activate
- Install the TensorFlow package inside the virtual environment.
pip install --upgrade tensorflow
- Confirm that the installation was successful by importing the TensorFlow library.
python
import tensorflow as tf
print(tf.__version__)
Output example
2.2.0
- Test a simple TensorFlow program.
import tensorflow as tf
# Create a constant op
# This op is added as a node to the default graph
hello = tf.constant("Hello, TensorFlow!")
# start a TF session
sess = tf.Session()
# run the op and get result
print(sess.run(hello))
Output example
b'Hello, TensorFlow!'
Helpful links
More of Python Tensorflow
- How can I use Tensorflow 1.x with Python 3.8?
- How can I disable warnings in Python TensorFlow?
- How can I use XGBoost, Python, and Tensorflow together for software development?
- How do I resolve the "no module named 'tensorflow.python.keras.preprocessing'" error?
- How can I use Python and TensorFlow to detect images?
- How do I use Python and TensorFlow to fit a model?
- How do I convert an unrecognized type class 'tensorflow.python.framework.ops.eagertensor' to JSON?
- How can I enable GPU support for TensorFlow in Python?
- How do I disable the GPU in Python Tensorflow?
- How can I install and use TensorFlow on a Windows machine using Python?
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