Index

C

compute_dt() (in module qbiocode.learning.compute_dt) compute_dt_opt() (in module qbiocode.learning.compute_dt) compute_lr() (in module qbiocode.learning.compute_lr) compute_lr_opt() (in module qbiocode.learning.compute_lr) compute_mlp() (in module qbiocode.learning.compute_mlp) compute_mlp_opt() (in module qbiocode.learning.compute_mlp) compute_nb() (in module qbiocode.learning.compute_nb) compute_nb_opt() (in module qbiocode.learning.compute_nb) compute_pqk() (in module qbiocode.learning.compute_pqk)

compute_qnn() (in module qbiocode.learning.compute_qnn) compute_qsvc() (in module qbiocode.learning.compute_qsvc) compute_results_correlation() (in module qbiocode.visualization.visualize_correlation) compute_rf() (in module qbiocode.learning.compute_rf) compute_rf_opt() (in module qbiocode.learning.compute_rf) compute_svc() (in module qbiocode.learning.compute_svc) compute_svc_opt() (in module qbiocode.learning.compute_svc) compute_vqc() (in module qbiocode.learning.compute_vqc) ConvAutoencoder (class in qbiocode.embeddings.compute_autoencoder)

E

evaluate() (in module qbiocode.evaluation.dataset_evaluation)

F

forward() (ConvAutoencoder method)

G

generate_data() (in module qbiocode.data_generation.generator) generate_points_in_nd_sphere() (in module qbiocode.data_generation.make_spheres) get_coefficient_var() (in module qbiocode.evaluation.dataset_evaluation) get_complexity() (in module qbiocode.evaluation.dataset_evaluation) get_condition_number() (in module qbiocode.evaluation.dataset_evaluation) get_dimensions() (in module qbiocode.evaluation.dataset_evaluation) get_embeddings() (in module qbiocode.embeddings.embed) get_entropy() (in module qbiocode.evaluation.dataset_evaluation) get_fdr() (in module qbiocode.evaluation.dataset_evaluation)

get_fractal_dim() (in module qbiocode.evaluation.dataset_evaluation) get_intrinsic_dim() (in module qbiocode.evaluation.dataset_evaluation) get_log_density() (in module qbiocode.evaluation.dataset_evaluation) get_low_var_features() (in module qbiocode.evaluation.dataset_evaluation) get_moments() (in module qbiocode.evaluation.dataset_evaluation) get_mutual_information() (in module qbiocode.evaluation.dataset_evaluation) get_nnz() (in module qbiocode.evaluation.dataset_evaluation) get_total_correlation() (in module qbiocode.evaluation.dataset_evaluation) get_variance() (in module qbiocode.evaluation.dataset_evaluation) get_volume() (in module qbiocode.evaluation.dataset_evaluation)

M

make_spirals() (in module qbiocode.data_generation.make_spirals) model_run() (in module qbiocode.evaluation.model_run) modeleval() (in module qbiocode.evaluation.model_evaluation) module qbiocode qbiocode.data_generation qbiocode.data_generation.generator qbiocode.data_generation.make_circles qbiocode.data_generation.make_class qbiocode.data_generation.make_moons qbiocode.data_generation.make_s_curve qbiocode.data_generation.make_spheres qbiocode.data_generation.make_spirals qbiocode.data_generation.make_swiss_roll qbiocode.embeddings qbiocode.embeddings.compute_autoencoder qbiocode.embeddings.embed qbiocode.evaluation qbiocode.evaluation.dataset_evaluation qbiocode.evaluation.model_evaluation qbiocode.evaluation.model_run qbiocode.learning qbiocode.learning.compute_dt qbiocode.learning.compute_lr qbiocode.learning.compute_mlp qbiocode.learning.compute_nb qbiocode.learning.compute_pqk qbiocode.learning.compute_qnn qbiocode.learning.compute_qsvc qbiocode.learning.compute_rf qbiocode.learning.compute_svc qbiocode.learning.compute_vqc qbiocode.version qbiocode.visualization qbiocode.visualization.visualize_correlation

my_make_classification() (in module qbiocode.data_generation.make_circles) (in module qbiocode.data_generation.make_class) (in module qbiocode.data_generation.make_moons) my_make_s_curve() (in module qbiocode.data_generation.make_s_curve) my_make_spheres() (in module qbiocode.data_generation.make_spheres) my_make_spirals() (in module qbiocode.data_generation.make_spirals) my_make_swiss_roll() (in module qbiocode.data_generation.make_swiss_roll)

P

plot_results_correlation() (in module qbiocode.visualization.visualize_correlation)

pqk() (in module qbiocode.embeddings.embed)

Q

qbiocode module qbiocode.data_generation module qbiocode.data_generation.generator module qbiocode.data_generation.make_circles module qbiocode.data_generation.make_class module qbiocode.data_generation.make_moons module qbiocode.data_generation.make_s_curve module qbiocode.data_generation.make_spheres module qbiocode.data_generation.make_spirals module qbiocode.data_generation.make_swiss_roll module qbiocode.embeddings module qbiocode.embeddings.compute_autoencoder module qbiocode.embeddings.embed module qbiocode.evaluation module qbiocode.evaluation.dataset_evaluation module qbiocode.evaluation.model_evaluation module

qbiocode.evaluation.model_run module qbiocode.learning module qbiocode.learning.compute_dt module qbiocode.learning.compute_lr module qbiocode.learning.compute_mlp module qbiocode.learning.compute_nb module qbiocode.learning.compute_pqk module qbiocode.learning.compute_qnn module qbiocode.learning.compute_qsvc module qbiocode.learning.compute_rf module qbiocode.learning.compute_svc module qbiocode.learning.compute_vqc module qbiocode.version module qbiocode.visualization module qbiocode.visualization.visualize_correlation module