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ranpelta / step2 - read the data.py
Last active July 18, 2020 06:24
df = pd.read_pickle(r'C:\..........\data.pkl') # read data
y_col='y' # define y variable, i.e., what we want to predict
print(df.shape) # print the number of rows anc columns
df.head()
@ranpelta
ranpelta / step1 - import packages.py
Last active July 18, 2020 17:36
# import packages
import pandas as pd
import numpy as np
import keras
import matplotlib.pyplot as plt
from sklearn.preprocessing import MinMaxScaler
from pandas.plotting import register_matplotlib_converters
register_matplotlib_converters()
from keras.preprocessing.sequence import TimeseriesGenerator
from keras.models import Sequential
@ranpelta
ranpelta / step2 - get and plot data.ipynb
Created July 17, 2020 13:33
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@ranpelta
ranpelta / step1 - import packages.ipynb
Created July 17, 2020 13:07
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ranpelta / keras RNN for towards data science.ipynb
Created July 17, 2020 12:21
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ranpelta / import_packages.py
Created July 17, 2020 12:16
import pakcages keras rnn example
# import packages
import pandas as pd
import numpy as np
import keras
import matplotlib.pyplot as plt
from sklearn.preprocessing import MinMaxScaler
from pandas.plotting import register_matplotlib_converters
register_matplotlib_converters()
from keras.preprocessing.sequence import TimeseriesGenerator
from keras.models import Sequential