Index

A

absolute_features (glasspy.predict.models.GlassNet attribute) (glasspy.predict.models.ViscNet attribute) AE (class in glasspy.predict.base) ag() (in module glasspy.viscosity.equilibrium) (in module glasspy.viscosity.equilibrium_log)

am() (in module glasspy.viscosity.equilibrium) (in module glasspy.viscosity.equilibrium_log) am_alt() (in module glasspy.viscosity.equilibrium) (in module glasspy.viscosity.equilibrium_log) available_properties() (glasspy.data.load.SciGlass static method) available_properties_metadata() (glasspy.data.load.SciGlass static method)

C

ChemArray (class in glasspy.chemistry.types) citation() (glasspy.predict.models.GlassNet static method)

compound (glasspy.predict.base.Domain attribute) configure_optimizers() (glasspy.predict.base.AE method) (glasspy.predict.base.MLP method)

D

data (glasspy.data.load.SciGlass attribute) diff_coeff_eyring() (in module glasspy.viscosity.diffusion) diff_coeff_stokeseinstein() (in module glasspy.viscosity.diffusion) distance_from_training() (glasspy.predict.base.AE method) (glasspy.predict.base.MLP method)

Domain (class in glasspy.predict.base) domain (glasspy.predict.base.AE property) (glasspy.predict.base.MLP property) (glasspy.predict.base.Predict property)

E

element (glasspy.predict.base.Domain attribute)

element_features (glasspy.predict.models.GlassNet attribute) elements_from_compounds() (glasspy.data.load.SciGlass method)

F

featurizer() (glasspy.predict.models.GlassNet method) (glasspy.predict.models.ViscNet method)

forward() (glasspy.predict.base.AE method) (glasspy.predict.models.GlassNet method)

G

get_compounds() (glasspy.data.load.SciGlass method) get_elements() (glasspy.data.load.SciGlass method) get_properties() (glasspy.data.load.SciGlass method) get_test_dataset() (glasspy.predict.base.AE method) (glasspy.predict.base.MLP method) (glasspy.predict.base.Predict method) (glasspy.predict.models.GlassNet method) get_training_dataset() (glasspy.predict.base.AE method) (glasspy.predict.base.MLP method) (glasspy.predict.base.Predict method) (glasspy.predict.models.GlassNet method) get_validation_dataset() (glasspy.predict.base.AE method) GlassNet (class in glasspy.predict.models) glasspy module glasspy.chemistry module glasspy.chemistry.convert module glasspy.chemistry.data module glasspy.chemistry.featurizer module

glasspy.chemistry.types module glasspy.data module glasspy.data.load module glasspy.data.translators module glasspy.predict module glasspy.predict.base module glasspy.predict.models module glasspy.support module glasspy.viscosity module glasspy.viscosity.diffusion module glasspy.viscosity.equilibrium module glasspy.viscosity.equilibrium_log module

H

hparams (glasspy.predict.models.GlassNet attribute) (glasspy.predict.models.ViscNet attribute)

I

is_within_domain() (glasspy.predict.base.AE method) (glasspy.predict.base.MLP method) (glasspy.predict.base.Predict method)

L

learning_curve_train (glasspy.predict.base.AE attribute) (glasspy.predict.base.MLP attribute) learning_curve_val (glasspy.predict.base.AE attribute) (glasspy.predict.base.MLP attribute)

load_training() (glasspy.predict.base.AE method) (glasspy.predict.base.MLP method) log_viscosity_fun() (glasspy.predict.models.ViscNet method) (glasspy.predict.models.ViscNetVFT method)

M

MAE() (glasspy.predict.base.Predict static method) MedAE() (glasspy.predict.base.Predict static method) MLP (class in glasspy.predict.base) module glasspy glasspy.chemistry glasspy.chemistry.convert glasspy.chemistry.data glasspy.chemistry.featurizer glasspy.chemistry.types glasspy.data glasspy.data.load glasspy.data.translators glasspy.predict glasspy.predict.base glasspy.predict.models glasspy.support glasspy.viscosity glasspy.viscosity.diffusion glasspy.viscosity.equilibrium glasspy.viscosity.equilibrium_log

mol_to_wt() (in module glasspy.chemistry.convert) MSE() (glasspy.predict.base.Predict static method) MTL (class in glasspy.predict.base) myega() (in module glasspy.viscosity.equilibrium) (in module glasspy.viscosity.equilibrium_log) myega_alt() (in module glasspy.viscosity.equilibrium) (in module glasspy.viscosity.equilibrium_log)

P

parameters_range (glasspy.predict.models.ViscNet attribute) PercAE() (glasspy.predict.base.Predict static method) physchem_featurizer() (in module glasspy.chemistry.featurizer) Predict (class in glasspy.predict.base)

predict() (glasspy.predict.base.AE method) (glasspy.predict.base.Predict method) (glasspy.predict.models.GlassNet method) predict_log10_viscosity() (glasspy.predict.models.GlassNet method) predict_viscosity() (glasspy.predict.models.GlassNet method)

R

R2() (glasspy.predict.base.Predict static method) RD() (glasspy.predict.base.Predict static method) remove_duplicate_composition() (glasspy.data.load.SciGlass method) remove_zero_sum_columns() (glasspy.data.load.SciGlass method) rescale_array() (in module glasspy.chemistry.convert)

RMSE() (glasspy.predict.base.Predict static method) round_number_with_error() (in module glasspy.support) round_to_closest_base() (in module glasspy.support) round_to_significant_figure() (in module glasspy.support) RRMSE() (glasspy.predict.base.Predict static method)

S

save_training() (glasspy.predict.base.AE method) (glasspy.predict.base.MLP method) scaler_x_file (glasspy.predict.models.GlassNet attribute)

scaler_y_file (glasspy.predict.models.GlassNet attribute) SciGlass (class in glasspy.data.load) state_dict_path (glasspy.predict.models.ViscNet attribute)

T

target_trans (glasspy.predict.models.GlassNet attribute) targets (glasspy.predict.models.GlassNet attribute) to_array() (in module glasspy.chemistry.convert) to_element_array() (in module glasspy.chemistry.convert) training_epoch_end() (glasspy.predict.base.AE method) (glasspy.predict.base.MLP method)

training_file (glasspy.predict.models.GlassNet attribute) training_file_mh (glasspy.predict.models.GlassNet attribute) training_step() (glasspy.predict.base.AE method) (glasspy.predict.base.MLP method) (glasspy.predict.base.MTL method)

V

validation_epoch_end() (glasspy.predict.base.AE method) (glasspy.predict.base.MLP method) validation_step() (glasspy.predict.base.AE method) (glasspy.predict.base.MLP method) (glasspy.predict.base.MTL method) vft() (in module glasspy.viscosity.equilibrium) (in module glasspy.viscosity.equilibrium_log)

vft_alt() (in module glasspy.viscosity.equilibrium) (in module glasspy.viscosity.equilibrium_log) ViscNet (class in glasspy.predict.models) ViscNetHuber (class in glasspy.predict.models) ViscNetVFT (class in glasspy.predict.models) viscosity_parameters() (glasspy.predict.models.GlassNet method)

W

weighted_features (glasspy.predict.models.GlassNet attribute) (glasspy.predict.models.ViscNet attribute)

wt_to_mol() (in module glasspy.chemistry.convert)

X

x_mean (glasspy.predict.models.ViscNet attribute)

x_std (glasspy.predict.models.ViscNet attribute)