JefferyW

# For searching the file which name contains specific string in folder and sub folder
def search(s,t,mainpath):
    rootdir = mainpath
    searchpath = np.zeros(0)
    for parent, dirnames, filenames in os.walk(rootdir):
        for filename in filenames:
            if filename.find(s) != -1 and filename.find(t) != -1:
                searchpath = np.append(searchpath, 
                        os.path.abspath(os.path.join(parent,filename)))
    return searchpath

JefferyW

import matplotlib.pyplot as plt
import matplotlib as mpl
import matplotlib.cm as cm
import numpy as np
from scipy.spatial import ConvexHull
from sklearn.mixture import GaussianMixture
from scipy import linalg
from sklearn.neighbors import NearestNeighbors

from sklearn.manifold import TSNE

JefferyW

from keras.models import model_from_yaml

def saveModel(model, savename):
    # serialize model to YAML
    model_yaml = model.to_yaml()
    with open(savename+".yaml", "w") as yaml_file:
        yaml_file.write(model_yaml)
    print("Yaml Model ",savename,".yaml saved to disk")
    # serialize weights to HDF5
    model.save_weights(savename+".h5")