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from keras.models import Sequential | |
from keras.layers import Dense | |
x, y = ... | |
x_val, y_val = ... | |
# 1-dimensional MSE linear regression in Keras | |
model = Sequential() | |
model.add(Dense(1, input_dim=x.shape[1])) | |
model.compile(optimizer='rmsprop', loss='mse') |
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from ansible import playbook, callbacks | |
# uncomment the following to enable silent running on the playbook call | |
# this monkey-patches the display method on the callbacks module | |
# callbacks.display = lambda *a,**ka: None | |
# the meat of the meal. run a playbook on a path with a hosts file and ssh key | |
def run_playbook(playbook_path, hosts_path, key_file): | |
stats = callbacks.AggregateStats() | |
playbook_cb = callbacks.PlaybookCallbacks(verbose=0) |
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FILE SPACING: | |
# double space a file | |
sed G | |
# double space a file which already has blank lines in it. Output file | |
# should contain no more than one blank line between lines of text. | |
sed '/^$/d;G' |
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FILE SPACING: | |
# double space a file | |
sed G | |
# double space a file which already has blank lines in it. Output file | |
# should contain no more than one blank line between lines of text. | |
sed '/^$/d;G' |