deep_learning_python

deep learning using python with keras/tensorflow

Prerequsites (UNIX, Python3):

Install BLAS Library (Open BLAS)
    sudo apt-get install build-essential cmake git unzip pkg-config libopenblas-dev liblapack-dev

Install Numpy Scipy, Matplotlib  (Python3)
    sudo apt-get install python3-numpy python3-scipy python3-matplotlib python3-yaml

Install HDF5
    sudo apt-get install libhdf5-serial-dev python3-h5py

Install Graphviz and pydot-ng
    sudo apt-get install graphviz 
    sudo pip3 install pydot-ng

Install additional packages used in Deep Learning with Python book
    sudo apt-get install python3-opencv 

Setting up GPU support (optional), go to nvidia for the latest CUDA, cnDNN libraries
    wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/cuda-ubuntu1804.pin 
    sudo mv cuda-ubuntu1804.pin /etc/apt/preferences.d/cuda-repository-pin-600
    wget http://developer.download.nvidia.com/compute/cuda/11.0.1/local_installers/cuda-repo-ubuntu1804-11-0-local_11.0.1-450.36.06-1_amd64.deb 
    sudo dpkg -i cuda-repo-ubuntu1804-11-0-local_11.0.1-450.36.06-1_amd64.deb
    sudo apt-key add /var/cuda-repo-ubuntu1804-11-0-local/7fa2af80.pub
    sudo apt-get -y install cuda 

    sudo dpkg -i libcudnn8*.deb

Install TensorFlow (with or without gpu support)
    sudo pip3 install tensorflow-gpu
    sudo pip3 install tensorflow

Install Keras
    sudo pip3 install keras