My pipeline from data visualisation to model training to prediction on the UCL Iris dataset
99% train accuracy 98% test accuracy
Feedback and pull requests are very welcome
Copyright © 2019 Rory Sharp All rights reserved.
This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.
You should have received a copy of the GNU General Public License along with this program. If you have not received this, see http://www.gnu.org/licenses/gpl-3.0.html.
For a summary of the licence go to https://tldrlegal.com/license/gnu-general-public-license-v3-(gpl-3)
- Curl
apt-get install curl
- Python 3
- Keras
pip install keras
- Numpy
pip install numpy
- TensorFlow
pip install tensorflow
- Scikit-Learn
pip install sklearn
- h5py
pip install h5py
- libhdf5 (needed on Linux only)
sudo apt-get install libhdf5-serial-dev
curl https://raw.githubusercontent.com/qwertpi/iris-ai/master/install.bash | sudo bash