def potager():
if request.json["action"] == "on":
return {'message': core.main("on", "potager", request.json['temps'])}
elif request.json["action"] == "off":
return {'message': core.stop_gpio()}
# main project
from app.core import main
if __name__ == '__main__':
main()
import random
from app.core import main
from app.utils.dataset import DatasetManager
if __name__ == '__main__':
kind = DatasetManager.KIND_MOVIELENS_100K
# kind = DatasetManager.KIND_MOVIELENS_1M
# kind = DatasetManager.KIND_MOVIELENS_10M
hyper_params = {
'K': 7,
'lambda_value': 10,
}
valid_rmse, test_rmse = main(kind, **hyper_params)
print('\t'.join(sorted(hyper_params.keys())))
msg = '{}\t{}\t{}'.format(
'\t'.join(
str(hyper_params[key]) for key in sorted(hyper_params.keys())),
valid_rmse, test_rmse)
print(msg)
# with open('results/ml-100k.txt', 'a') as f:
# f.write(msg + '\n')
import argparse
from app.core import main
from argparse import ArgumentParser
import sys
parser = ArgumentParser()
parser.add_argument("--inputfile", help="filename of the input file")
parser.add_argument("--outputfile", help="filename of the output file")
parser.add_argument("--bucketcount", help="buckercount number", type=int)
args = parser.parse_args()
main(inputfile=args.inputfile,
outputfile=args.outputfile,
bucketcount=args.bucketcount)
win, lose = d[(user_id, item_id)]
full_data[i][0] = user_id
full_data[i][1] = item_id
full_data[i][2] = win
full_data[i][3] = lose
full_data[i][4] = win / (win + lose)
full_data[i][5] = win + lose
mask = np.ones(full_data.shape[0]) # 1: train mask
mask[np.random.rand(full_data.shape[0]) < 0.02] = 2 # 2: valid mask
mask[np.random.rand(full_data.shape[0]) < 0.1] = 3 # 3: test mask
train_data = full_data[mask == 1, :]
valid_data = full_data[mask == 2, :]
test_data = full_data[mask == 3, :]
np.save('train.npy', train_data)
np.save('valid.npy', valid_data)
np.save('test.npy', test_data)
return {
'train': _get_dict_from_data(train_data),
'valid': _get_dict_from_data(valid_data),
'test': _get_dict_from_data(test_data),
}
if __name__ == '__main__':
data = _init_data()
main(data)