Keras tensorflow builds CNN-LSTM neural network for residential electricity consumption prediction complete code data

Enterprise 2023-08-12 20:41:57 views: null

Model structure:

The input in the figure is the same matrix as our time series matrix, so look at the figure below;

Data analysis chart:

Correlation heat map:

Data distribution diagram:

Training result:

Full code:

# pip install numpy==1.20.3  -i https://pypi.tuna.tsinghua.edu.cn/simple
# 
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
import random
import tensorflow
from matplotlib.ticker import StrMethodFormatter
# from statsmodels.tsa.stattools import adfuller
i

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