Hello,
I've been trying to reproduce the results of the zinc_properties provided in the default repositories ./chemical_vae/models/zinc_properties.
Basically I just cd to the zinc_properties directory and use
python3 -m chemvae.train_vae
for 120 epoch with the default exp.json file and end up with the three files zinc_decoder.h5, zinc_encoder.h5, zinc_prop_pred.h5.
Now if I try to use those files in the jupyter notebook /chemical_vae/examples/intro_to_chemvae.ipynb example, the "encode then decode test" as shown below does not work (cannot find back the original smiles encoded nor generate similar smiles using a noise of 5.0) though it all does work with the original h5 files.
Hello, I've been trying to reproduce the results of the zinc_properties provided in the default repositories ./chemical_vae/models/zinc_properties.
Basically I just cd to the zinc_properties directory and use
python3 -m chemvae.train_vae
for 120 epoch with the default exp.json file and end up with the three files zinc_decoder.h5, zinc_encoder.h5, zinc_prop_pred.h5.Now if I try to use those files in the jupyter notebook /chemical_vae/examples/intro_to_chemvae.ipynb example, the "encode then decode test" as shown below does not work (cannot find back the original smiles encoded nor generate similar smiles using a noise of 5.0) though it all does work with the original h5 files.
Were the h5 files provided obtained using the .csv and .json files provided in the same zinc_properties github repository?
Thank you very much for your work, it is so interesting Best Regards Hugues