Installation with Docker
Pull the image
Usage
Build Milady
Download sources
Local build
Build on Irene
Build on Marconi
MILADY potentials in Lammps
User manual
Input files
ML tasks
Regression models
Kernels
Atomic systems
Descriptors
Databases
Optimization of hyperparameters
Advanced options
Examples
Compute and write descriptors without further fit
LML fit in bcc Fe
QNML fit in HEA
Kernel regression using polynomial kernel
Publications
Articles
Potentials
Tutorials
Roscoff
Milady
Index
Index
A
|
B
|
C
|
D
|
E
|
F
|
I
|
J
|
K
|
L
|
M
|
N
|
O
|
P
|
R
|
S
|
T
|
W
A
afs_type
command line option
B
body_D_max
command line option
bond_beta
command line option
bond_dist_ann
command line option
bond_dist_transform
command line option
build_subdata
command line option
C
chemical_elements
command line option
chemical_elements_invisible
command line option
class_no_optimize_weights
command line option
classes_for_mcd
command line option
command line option
afs_type
body_D_max
bond_beta
bond_dist_ann
bond_dist_transform
build_subdata
chemical_elements
chemical_elements_invisible
class_no_optimize_weights
classes_for_mcd
cur_eps
cur_kval
cur_rval
db_file
db_path
desc_file_format
desc_forces
,
[1]
descriptor_type
dim_data
eta_max_g2
factor_energy_error
factor_force_error
factor_stress_error
fix_no_of_elements
force_comp
i_begin
inv_r0_input
iread_energy
iread_ml
isave_ml
j_max
kcross
kelem
kernel_dump
kernel_power
kernel_type
l_body_order
l_max
,
[1]
,
[2]
,
[3]
lambda_krr
lbso3_diag
lbso4_diag
length_kernel
lsoap_diag
lsoap_lnorm
lsoap_norm
marginal_likelihood
max_iter_optimize_weights
ml_type
mld_fit_type
mld_order
mld_regularization_type
mld_type_quadratic
mtp_poly_max
mtp_poly_min
n_cheb
n_frac
n_g2_eta
n_g2_rs
n_g3_eta
n_g3_lambda
n_g3_zeta
n_kcross
n_rbf
,
[1]
,
[2]
,
[3]
n_soap
nd_data
np_kernel_full
np_kernel_ref
ns_data
optimize_ga_population
optimize_weights_chem
optimize_weights_db
optimize_weights_L1
optimize_weights_L2
optimize_weights_Le
path
polyc_n_hermite
polyc_n_poly
power_mcd
pref
r_cut
r_cut_width_soap
radial_pow_so3
,
[1]
ref_energy_per_element
seed
selection_type
sigma_kernel
snap_class_constraints
sparsification
strict_behler
svd_rcond
target_type
toy_model
train_only
type_of_loss
weight_per_element
weight_per_element_3ch
weighted
weighted_3ch
weighted_auto
write_desc
,
[1]
write_design_matrix
write_kernel_matrix
cur_eps
command line option
cur_kval
command line option
cur_rval
command line option
D
db_file
command line option
db_path
command line option
desc_file_format
command line option
desc_forces
command line option
,
[1]
descriptor_type
command line option
dim_data
command line option
E
eta_max_g2
command line option
F
factor_energy_error
command line option
factor_force_error
command line option
factor_stress_error
command line option
fix_no_of_elements
command line option
force_comp
command line option
I
i_begin
command line option
inv_r0_input
command line option
iread_energy
command line option
iread_ml
command line option
isave_ml
command line option
J
j_max
command line option
K
kcross
command line option
kelem
command line option
kernel_dump
command line option
kernel_power
command line option
kernel_type
command line option
L
l_body_order
command line option
l_max
command line option
,
[1]
,
[2]
,
[3]
lambda_krr
command line option
lbso3_diag
command line option
lbso4_diag
command line option
length_kernel
command line option
lsoap_diag
command line option
lsoap_lnorm
command line option
lsoap_norm
command line option
M
marginal_likelihood
command line option
max_iter_optimize_weights
command line option
MILADY-GNU
MILADY-INTEL
MILADY-MIX
ml_type
command line option
mld_fit_type
command line option
mld_order
command line option
mld_regularization_type
command line option
mld_type_quadratic
command line option
mtp_poly_max
command line option
mtp_poly_min
command line option
N
n_cheb
command line option
n_frac
command line option
n_g2_eta
command line option
n_g2_rs
command line option
n_g3_eta
command line option
n_g3_lambda
command line option
n_g3_zeta
command line option
n_kcross
command line option
n_rbf
command line option
,
[1]
,
[2]
,
[3]
n_soap
command line option
name.in
nd_data
command line option
np_kernel_full
command line option
np_kernel_ref
command line option
ns_data
command line option
O
optimize_ga_population
command line option
optimize_weights_chem
command line option
optimize_weights_db
command line option
optimize_weights_L1
command line option
optimize_weights_L2
command line option
optimize_weights_Le
command line option
P
path
command line option
polyc_n_hermite
command line option
polyc_n_poly
command line option
power_mcd
command line option
pref
command line option
PREFIXSIM.ml
R
r_cut
command line option
r_cut_width_soap
command line option
radial_pow_so3
command line option
,
[1]
ref_energy_per_element
command line option
S
seed
command line option
selection_type
command line option
sigma_kernel
command line option
snap_class_constraints
command line option
sparsification
command line option
strict_behler
command line option
svd_rcond
command line option
T
target_type
command line option
toy_model
command line option
train_only
command line option
type_of_loss
command line option
W
weight_per_element
command line option
weight_per_element_3ch
command line option
weighted
command line option
weighted_3ch
command line option
weighted_auto
command line option
write_desc
command line option
,
[1]
write_design_matrix
command line option
write_kernel_matrix
command line option