cjones051073 / RICHMCGenGan

Training scripts for LHCb RICH MC GANs

Training scripts for RICH MC generation GANs

Cambridge CPU setup :-

source /opt/rh/rh-python36/enable

source /usera/jonesc/VirtualEnvs/TensorFlow/bin/activate

On gorfrog :-

conda activate TensorFlow

Useful links :-

Setup Tensorflow

https://www.tensorflow.org/install/pip

Tutorials

https://www.tensorflow.org/tutorials/

Other links

http://www.numpy.org/

https://pandas.pydata.org/

https://keras.io

https://towardsdatascience.com/gan-by-example-using-keras-on-tensorflow-backend-1a6d515a60d0

https://www.datacamp.com/community/tutorials/convolutional-neural-networks-python

https://blog.sicara.com/keras-generative-adversarial-networks-image-deblurring-45e3ab6977b5

https://www.datacamp.com/community/tutorials/generative-adversarial-networks

https://github.com/StevenGreen1/LArMachineLearningData/blob/feature/DeepLearning/scripts/TrainCNNModel.py

https://www.hep.phy.cam.ac.uk/~sg568/ProtoDUNEMeeting_Green_2018_9_20.pdf

http://scikit-learn.org/stable/auto_examples/preprocessing/plot_all_scaling.html#sphx-glr-auto-examples-preprocessing-plot-all-scaling-py