Learning Deep Learning: 03 CommonLit Readability Prize Kaggle

Code hulp

Numpy vstack

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ys = np.array([])

ys = np.vstack([ys, xs]) if ys.size else xs

Numpy unique (set in numpy)

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h = np.unique(x)

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opencv : coordinaten: (hoogte, breedte)

Numpy: coordinaten: (row, column)

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Numpy delete 'bad' rows

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x = x[numpy.in1d(x[:,0], bad, invert=True)]

Python sorting

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SlicLoc = sorted(SlicLoc, key = lambda x: (x[0],float(x[3])))

Pandas

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import pandas as pd

Td = pd.DataFrame(Tdist)

print(Td.describe())

Pickle

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import cPickle as pickle

with open('/Users/DWW/Documents/net1.pickle', 'wb') as f:

pickle.dump(net1, f, -1)

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Center of image

from scipy import ndimage

x,y = ndimage.measurements.center_of_mass(combi)

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reset CPU:

export LD_LIBRARY_PATH="/usr/local/cuda/lib"

export PATH=/usr/local/cuda/bin:$PATH

export DYLD_LIBRARY_PATH=/usr/local/cuda/lib:$DYLD_LIBRARY_PATH