This model no longer produces accurate predictions.

[HourGlss]

I believe this may be an issue with keras / tensorflow updating, and not a 'code' problem.

absl-py==0.11.0
astunparse==1.6.3
cachetools==4.2.1
certifi==2020.12.5
chardet==4.0.0
cycler==0.10.0
flatbuffers==1.12
gast==0.3.3
google-auth==1.27.0
google-auth-oauthlib==0.4.2
google-pasta==0.2.0
grpcio==1.32.0
h5py==2.10.0
idna==3.1
joblib==1.0.1
Keras==2.4.3
Keras-Preprocessing==1.1.2
kiwisolver==1.3.1
Markdown==3.3.4
matplotlib==3.3.4
mplfinance==0.12.7a7
numpy==1.19.5
oauthlib==3.1.0
opt-einsum==3.3.0
pandas==1.2.2
Pillow==8.1.0
protobuf==3.15.3
pyasn1==0.4.8
pyasn1-modules==0.2.8
pyparsing==2.4.7
python-dateutil==2.8.1
pytz==2021.1
PyYAML==5.4.1
requests==2.25.1
requests-oauthlib==1.3.0
rsa==4.7.2
scikit-learn==0.24.1
scipy==1.6.1
six==1.15.0
tensorboard==2.4.1
tensorboard-plugin-wit==1.8.0
tensorflow==2.4.1
tensorflow-estimator==2.4.0
termcolor==1.1.0
threadpoolctl==2.1.0
typing-extensions==3.7.4.3
urllib3==1.26.3
Werkzeug==1.0.1
wrapt==1.12.1

No errors of any kind, please advise.

[stylepatrick]

Hello, i am having exactly the same issue. How can we solve it?

[boozesounds]

The same is true of me.

[stylepatrick]

I found a way which works with newest version:
https://github.com/stylepatrick/trading-price-prediction

If you like please give a star.

[NourozR]

This is a very old code, please use recent syntax and check the documentation of Keras. That should help!