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main.py
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37 lines (32 loc) · 1.03 KB
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import datetime
import json
import numpy as np
import os
os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'
import shutil
import sklearn.metrics
import sys
import tensorflow as tf
import random
import matplotlib.pyplot as plt
from collections import OrderedDict
from csv import DictWriter
from keras.callbacks import CSVLogger
from scipy.io import arff
from sklearn import model_selection
from sklearn.model_selection import StratifiedKFold, LeavePOut, KFold
from tensorflow.keras import Sequential
from tensorflow.keras import layers
from tensorflow.keras.layers import Dense, LSTM, LeakyReLU, Dropout, MaxPooling1D, Conv1D
# https://github.com/timeseriesAI/tsai
resultDir = str(datetime.datetime.now()).replace(":", "_").replace(".", ",")
os.mkdir(resultDir)
outputFile = open(os.path.join(resultDir, "output.txt"), 'wt')
from numpy.random import seed
seed(0)
tf.config.experimental.enable_op_determinism()
tf.keras.utils.set_random_seed(0)
if __name__ == '__main__':
pass
# See PyCharm help at https://www.jetbrains.com/help/pycharm/
# os.close(outputFile)