Several machine learning and deep learning method for household electricity consumption prediction.
In order to prevent version errors, the package versions in the virtual environment are listed as follows：
_tflow_select 2.2.0
absl-py 0.12.0
astor 0.8.1
ca-certificates 2020.12.5
cached-property 1.3.0
certifi 2020.12.5
chardet 4.0.0
cycler 0.10.0
ewtpy 0.2
freetype 2.10.4
gast 0.2.2
google-pasta 0.2.0
grpcio 1.37.0
h5py 3.1.0
hdf5 1.10.6
icu 68.1
idna 2.10
importlib-metadata 3.10.1
intel-openmp 2021.2.0
joblib 0.11
jpeg 9d
keras 2.3.1
keras-applications 1.0.8
keras-preprocessing 1.1.2
kiwisolver 1.3.1
krb5 1.17.2
libblas 3.9.0
libcblas 3.9.0
libclang 11.1.0
libcurl 7.76.0
libgpuarray 0.7.6
liblapack 3.9.0
libpng 1.6.37
libprotobuf 3.15.8
libpython 2.0
libssh2 1.9.0
m2w64-binutils 2.25.1
m2w64-bzip2 1.0.6
m2w64-crt-git 5.0.0.4636.2595836
m2w64-gcc 5.3.0
m2w64-gcc-ada 5.3.0
m2w64-gcc-fortran 5.3.0
m2w64-gcc-libgfortran 5.3.0
m2w64-gcc-libs 5.3.0
m2w64-gcc-libs-core 5.3.0
m2w64-gcc-objc 5.3.0
m2w64-gmp 6.1.0
m2w64-headers-git 5.0.0.4636.c0ad18a
m2w64-isl 0.16.1
m2w64-libiconv 1.14
m2w64-libmangle-git 5.0.0.4509.2e5a9a2
m2w64-libwinpthread-git 5.0.0.4634.697f757
m2w64-make 4.1.2351.a80a8b8
m2w64-mpc 1.0.3
m2w64-mpfr 3.1.4
m2w64-pkg-config 0.29.1
m2w64-toolchain 5.3.0
m2w64-tools-git 5.0.0.4592.90b8472
m2w64-windows-default-manifest 6.4
m2w64-winpthreads-git 5.0.0.4634.697f757
m2w64-zlib 1.2.8
mako 1.0.6
markdown 3.3.4
markupsafe 1.0
matplotlib 3.2.2
matplotlib-base 3.2.2
mkl 2020.4
mkl-service 1.1.2
msys2-conda-epoch 20160418
numpy 1.19.5
openssl 1.1.1k
opt_einsum 3.3.0
pandas 0.20.3
pip 9.0.1
protobuf 3.15.8
pygpu 0.7.6
pyhht 0.1.0
pyparsing 2.2.0
pyqt 5.12.3
pyqt-impl 5.12.3
pyqt5-sip 4.19.18
pyqtchart 5.12
pyqtwebengine 5.12.1
pyreadline 2.1
python 3.6.13
python-dateutil 2.6.1
python_abi 3.6
pytz 2017.2
pywavelets 1.1.1
pyyaml 3.12
qt 5.12.9
requests 2.25.1
scikit-learn 0.24.1
scipy 1.5.3
setuptools 36.4.0
six 1.15.0
sqlite 3.35.4
tensorboard 1.15.0
tensorflow 1.15.0
tensorflow-base 1.15.0
tensorflow-estimator 2.4.0
termcolor 1.1.0
theano 0.9.0
threadpoolctl 2.1.0
tk 8.6.10
tornado 4.5.2
typing_extensions 3.7.4.3
urllib3 1.26.4
vc 14.2
vs2015_runtime 14.28.29325
werkzeug 0.16.1
wheel 0.29.0
wincertstore 0.2
wrapt 1.12.1
zipp 3.4.1
zlib 1.2.11