GlassPy
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Installation guide
Examples
glasspy
GlassPy
Index
Index
A
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C
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D
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E
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F
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G
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H
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I
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L
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M
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P
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R
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S
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T
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V
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W
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X
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)