aakash30jan

# hDSC_MS.py
#http://www.seas.ucla.edu/fluidflow/lib/hDSC_MS.py
# 2018 K. Fukami

## Hybrid Down-sampled skip-connection (DSC) multi-scale (MS) model.
## Author: Kai Fukami (Keio University, Florida State University, University of California, Los Angeles)

## Kai Fukami provides no guarantees for this code.  Use as-is and for academic research use only; no commercial use allowed without permission. For citations, please use the reference below:
# Ref: K. Fukami, K. Fukagata, & K. Taira,
#     "Super-resolution reconstruction of turbulent flows with machine learning,"

aakash30jan

"""
numpy                1.17.3 
tensorflow           2.0.0   
netCDF4              1.5.3
Get these: "pip install -r https://gist.githubusercontent.com/aakash30jan/9ae0cf3dde8a63d28df5275873cb0f10/raw/9e8d7e1f84fc2f67fe842d75e8623756319786bb/requirements.txt"
Get full environment: "pip install -r https://gist.githubusercontent.com/aakash30jan/9ae0cf3dde8a63d28df5275873cb0f10/raw/9e8d7e1f84fc2f67fe842d75e8623756319786bb/frozen-requirements.txt"
"""
##The sequence of import which doesn't work
import numpy as np  
import tensorflow as tf       ### <<< if imported here, saving .nc doesn't work

aakash30jan

"""
numpy                1.17.3 
tensorflow           2.0.0   
netCDF4              1.5.3
Get these: "pip install -r https://gist.githubusercontent.com/aakash30jan/9ae0cf3dde8a63d28df5275873cb0f10/raw/9e8d7e1f84fc2f67fe842d75e8623756319786bb/requirements.txt"
Get full environment: "pip install -r https://gist.githubusercontent.com/aakash30jan/9ae0cf3dde8a63d28df5275873cb0f10/raw/9e8d7e1f84fc2f67fe842d75e8623756319786bb/frozen-requirements.txt"
"""

#It's weird that the sequence of importing libraries is affecting i/o of nc file.
import numpy as np  

aakash30jan

#Tweaked chris-hamberg/springer_books original script.
from subprocess import call
try:
    import pandas as pd
    import lxml.html
except:
    print("Need to get some stuff . . .")
    call("pip install -r https://raw.githubusercontent.com/aakash30jan/springer_books/master/requirements.txt", shell=True)
    import pandas as pd
    import lxml.html