How to Install Keras on Fedora 40 – Step-by-step

Setting Up

2. 2. Installing PIP

   How to Install Python PIP in Fedora GNU/Linux

   PIP Fedora Installation Guide

   PIP Setup Guide on GNU/Linux Systems

3. 3. Installing Keras

   Then to Install Keras on Fedora.

   Keras is a component of the TensorFlow suite and so it’s installed toghether with it…
   So now for TensorFlow Stable Release CPU-only execute:

   pip3 install --user tensorflow

   Again to install a Specific Version use:

   pip install -Iv --user tensorflow==[MYVERSION]

   Just Replace in the above Command [MYVERSION] with the choosen one, Eg. “2.10”.
   In case, for a Python 2 Setup Change pip3 in pip in the above Commands.
   For Nightly build CPU-only (unstable):

   pip3 install --user tf-nightly

   GPU package for CUDA-enabled GPU cards:

   pip3 install --user tensorflow-gpu

   Nightly build with GPU support (unstable):

   pip3 install --user tf-nightly-gpu

   Finally, if instead you want to Install Only Keras:

   pip3 install --user keras

4. 4. cuDNN Installation

   (Recommended if you plan on running Keras on GPU)
   How to Install cuDNN in Fedora

   NVIDIA cuDNN Installation Guide

   NVIDIA cuDNN Fedora Setup

5. 5. HDF5 & h5py Installation

   (Required if you plan on Saving Keras models to disk)
   To Setup HDF5.

   sudo dnf install hdf5

   The for h5py do:

   pip3 install --user h5py

6. 6. graphviz & pydot Installation

   (Used by visualization utilities to plot model graphs)

   sudo dnf install graphviz

   Finally, for pydot:

   pip3 install --user pydot