KI Workaround installieren: Unterschied zwischen den Versionen
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+ | [[Category: deep learning]] | ||
+ | [[Category:Programmierung]] | ||
+ | [[Category:Jupyter Notebook]] | ||
+ | [[Category:Tensorflow]] | ||
+ | [[Category:Keras]] | ||
+ | [[Category:GPU]] |
Version vom 29. April 2019, 20:52 Uhr
Inhaltsverzeichnis
Install Jupyter & Tensorflow on Ubuntu
Python installieren:
sudo apt-get install python-pip python-dev
Wissenschaftliche Pakete installieren:
sudo apt-get install build-essential cmake git unzip pkg-config libopenblas-dev liblapack-dev
sudo apt-get install python-numpy python-scipy python-matplotlib
sudo apt-get install libhdf5-serial-dev python-h5py
sudo apt-get install graphviz
sudo apt-get install python-opencv
GPU-Unterstützung einrichten:
CUDA-Downloaden
wget https://developer.nvidia.com/compute/cuda/10.0/Prod/local_installers/cuda-repo-ubuntu1604-10-0-local-10.0.130-410.48_1.0-1_amd64
oder
wget https://developer.nvidia.com/compute/cuda/10.0/Prod/local_installers/cuda-repo-ubuntu1604-10-0-local-10.0.130-410.48_1.0-1_amd64.deb
Tensorflow installieren
ohne GPU
pip install tensorflow
mit GPU
pip install tensorflow-gpu
Keras installieren
pip install keras
alternativer keras install
git clone https://github.com/fchollet/keras cd keras sudo python setup.py install
Install Jupyter & Tensorflow on Windows
Download & Install anaconda
https://www.anaconda.com/download/#windows
Update Anaconda.
Open Anaconda Prompt and type
conda update conda conda update --all
python environment, with python 3.5, named as "tensorflow"
conda create --name tensorflow python=3.5
environement aktivieren
activate tensorflow
Bibliotheken installieren:
conda install jupyter conda install scipy conda install pandas conda install seaborn conda install scikit-learn conda install spyder conda install matplotlib
evtl. PIP installieren
conda install pip
TensorFlow installieren
pip install tensorflow
Keras installieren
conda install -c conda-forge keras
danach type:
ipython
ipython prompt öffnet sich... > in diesem prompt type:
import tensorflow as tf import keras
im anaconda prompt type um ein jupyter notebook zu starten in dem sich tensorflow code ausführen lässt:
activate tensorflow jupyter notebook
Install Jupyter & Tensorflow on Mac
Download & Install anaconda
https://www.anaconda.com/download/
Update Anaconda.
Open Terminal and type
conda update conda conda update --all
PIP installieren
conda install pip
PIP upgraden
pip install --upgrade pip
Tensorflow installieren
pip install --upgrade tensorflow # for python 2.7 pip install --upgrade tensorflow # for python 3.*
Keras installieren#
pip install Keras
im Terminal type, um ein jupyter notebook zu starten in dem sich tensorflow code ausführen lässt:
jupyter notebook