Index

B

build_cosine_classifier() (in module qbiocode.learning.compute_qensemble)

build_ensemble_circuit() (in module qbiocode.learning.compute_qensemble)

C

checkpoint_restart() (in module qbiocode) (in module qbiocode.utils) (in module qbiocode.utils.dataset_checkpoint) combine_results() (in module qbiocode.utils) (in module qbiocode.utils.combine_evals_results) compute_dt() (in module qbiocode) (in module qbiocode.learning) (in module qbiocode.learning.compute_dt) compute_dt_opt() (in module qbiocode) (in module qbiocode.learning) (in module qbiocode.learning.compute_dt) compute_lr() (in module qbiocode) (in module qbiocode.learning) (in module qbiocode.learning.compute_lr) compute_lr_opt() (in module qbiocode) (in module qbiocode.learning) (in module qbiocode.learning.compute_lr) compute_mlp() (in module qbiocode) (in module qbiocode.learning) (in module qbiocode.learning.compute_mlp) compute_mlp_opt() (in module qbiocode) (in module qbiocode.learning) (in module qbiocode.learning.compute_mlp) compute_nb() (in module qbiocode) (in module qbiocode.learning) (in module qbiocode.learning.compute_nb) compute_nb_opt() (in module qbiocode) (in module qbiocode.learning) (in module qbiocode.learning.compute_nb) compute_pqk() (in module qbiocode) (in module qbiocode.learning) (in module qbiocode.learning.compute_pqk) compute_qensemble() (in module qbiocode.learning) (in module qbiocode.learning.compute_qensemble)

compute_qnn() (in module qbiocode) (in module qbiocode.learning) (in module qbiocode.learning.compute_qnn) compute_qpl() (in module qbiocode.learning) compute_qsvc() (in module qbiocode) (in module qbiocode.learning) (in module qbiocode.learning.compute_qsvc) compute_results_correlation() (in module qbiocode) (in module qbiocode.visualization) (in module qbiocode.visualization.visualize_correlation), [1] compute_rf() (in module qbiocode) (in module qbiocode.learning) (in module qbiocode.learning.compute_rf) compute_rf_opt() (in module qbiocode) (in module qbiocode.learning) (in module qbiocode.learning.compute_rf) compute_svc() (in module qbiocode) (in module qbiocode.learning) (in module qbiocode.learning.compute_svc) compute_svc_opt() (in module qbiocode) (in module qbiocode.learning) (in module qbiocode.learning.compute_svc) compute_vqc() (in module qbiocode) (in module qbiocode.learning) (in module qbiocode.learning.compute_vqc) compute_xgb() (in module qbiocode) (in module qbiocode.learning) (in module qbiocode.learning.compute_xgb) compute_xgb_opt() (in module qbiocode) (in module qbiocode.learning) (in module qbiocode.learning.compute_xgb) ConvAutoencoder (class in qbiocode.embeddings) (class in qbiocode.embeddings.compute_autoencoder), [1] create_svc_model() (in module qbiocode.learning.compute_pqk)

E

evaluate() (in module qbiocode) (in module qbiocode.evaluation) (in module qbiocode.evaluation.dataset_evaluation), [1]

evaluation_metrics() (in module qbiocode.evaluation) (in module qbiocode.evaluation.model_evaluation) execute_circuit() (in module qbiocode.utils) (in module qbiocode.utils.qutils)

F

feature_encoding() (in module qbiocode) (in module qbiocode.utils) (in module qbiocode.utils.helper_fn) find_duplicate_files() (in module qbiocode.utils) (in module qbiocode.utils.find_duplicates)

find_string_in_files() (in module qbiocode.utils) (in module qbiocode.utils.find_string) forward() (ConvAutoencoder method), [1], [2]

G

generate_blobs_datasets() (in module qbiocode.data_generation) (in module qbiocode.data_generation.make_blobs) generate_circles_datasets() (in module qbiocode) (in module qbiocode.data_generation) (in module qbiocode.data_generation.make_circles) generate_classification_datasets() (in module qbiocode) (in module qbiocode.data_generation) (in module qbiocode.data_generation.make_class) generate_data() (in module qbiocode) (in module qbiocode.data_generation.generator), [1] generate_default_blobs_datasets() (in module qbiocode.data_generation) (in module qbiocode.data_generation.make_blobs) generate_moons_datasets() (in module qbiocode) (in module qbiocode.data_generation) (in module qbiocode.data_generation.make_moons) generate_points_in_nd_sphere() (in module qbiocode.data_generation.make_spheres), [1] generate_qml_experiment_configs() (in module qbiocode.utils) generate_s_curve_datasets() (in module qbiocode) (in module qbiocode.data_generation) (in module qbiocode.data_generation.make_s_curve) generate_spheres_datasets() (in module qbiocode) (in module qbiocode.data_generation) (in module qbiocode.data_generation.make_spheres) generate_spirals_datasets() (in module qbiocode) (in module qbiocode.data_generation) (in module qbiocode.data_generation.make_spirals) generate_swiss_roll_datasets() (in module qbiocode) (in module qbiocode.data_generation) (in module qbiocode.data_generation.make_swiss_roll) get_ansatz() (in module qbiocode.utils) (in module qbiocode.utils.qutils)

get_backend_session() (in module qbiocode.utils) (in module qbiocode.utils.qutils) get_coefficient_var() (in module qbiocode.evaluation.dataset_evaluation), [1] get_complexity() (in module qbiocode.evaluation.dataset_evaluation), [1] get_condition_number() (in module qbiocode.evaluation.dataset_evaluation), [1] get_creds() (in module qbiocode.utils) (in module qbiocode.utils.ibm_account) get_dimensions() (in module qbiocode.evaluation.dataset_evaluation), [1] get_embeddings() (in module qbiocode) (in module qbiocode.embeddings) (in module qbiocode.embeddings.embed), [1] get_entropy() (in module qbiocode.evaluation.dataset_evaluation), [1] get_estimator() (in module qbiocode.utils) (in module qbiocode.utils.qutils) get_fdr() (in module qbiocode.evaluation.dataset_evaluation), [1] get_feature_map() (in module qbiocode.utils) (in module qbiocode.utils.qutils) get_fractal_dim() (in module qbiocode.evaluation.dataset_evaluation), [1] get_intrinsic_dim() (in module qbiocode.evaluation.dataset_evaluation), [1] get_log_density() (in module qbiocode.evaluation.dataset_evaluation), [1] get_low_var_features() (in module qbiocode.evaluation.dataset_evaluation), [1] get_moments() (in module qbiocode.evaluation.dataset_evaluation), [1] get_mutual_information() (in module qbiocode.evaluation.dataset_evaluation), [1] get_nnz() (in module qbiocode.evaluation.dataset_evaluation), [1] get_observable() (in module qbiocode.utils.qutils) get_optimizer() (in module qbiocode.utils) (in module qbiocode.utils.qutils) get_sampler() (in module qbiocode.utils) (in module qbiocode.utils.qutils) get_total_correlation() (in module qbiocode.evaluation.dataset_evaluation), [1] get_variance() (in module qbiocode.evaluation.dataset_evaluation), [1] get_volume() (in module qbiocode.evaluation.dataset_evaluation), [1]

I

instantiate_runtime_service() (in module qbiocode.utils) (in module qbiocode.utils.ibm_account)

L

label_to_array() (in module qbiocode.utils) (in module qbiocode.utils.data_encoding)

M

make_spirals() (in module qbiocode.data_generation.make_spirals), [1] model_run() (in module qbiocode) (in module qbiocode.evaluation) (in module qbiocode.evaluation.model_run), [1] modeleval() (in module qbiocode) (in module qbiocode.evaluation) (in module qbiocode.evaluation.model_evaluation), [1] module qbiocode qbiocode.data_generation qbiocode.data_generation.generator, [1] qbiocode.data_generation.make_blobs qbiocode.data_generation.make_circles, [1] qbiocode.data_generation.make_class, [1] qbiocode.data_generation.make_moons, [1] qbiocode.data_generation.make_s_curve, [1] qbiocode.data_generation.make_spheres, [1] qbiocode.data_generation.make_spirals, [1] qbiocode.data_generation.make_swiss_roll, [1] qbiocode.embeddings qbiocode.embeddings.compute_autoencoder, [1] qbiocode.embeddings.embed, [1] qbiocode.evaluation qbiocode.evaluation.dataset_evaluation, [1] qbiocode.evaluation.model_evaluation, [1] qbiocode.evaluation.model_run, [1] 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_qensemble qbiocode.learning.compute_qnn qbiocode.learning.compute_qsvc qbiocode.learning.compute_rf qbiocode.learning.compute_svc qbiocode.learning.compute_vqc qbiocode.learning.compute_xgb qbiocode.utils qbiocode.utils.combine_evals_results qbiocode.utils.data_encoding qbiocode.utils.dataset_checkpoint qbiocode.utils.find_duplicates qbiocode.utils.find_string qbiocode.utils.helper_fn qbiocode.utils.ibm_account qbiocode.utils.qc_winner_finder qbiocode.utils.qutils qbiocode.version, [1] qbiocode.visualization qbiocode.visualization.visualize_correlation, [1]

N

normalize_data() (in module qbiocode.utils) (in module qbiocode.utils.data_encoding)

P

plot_results_correlation() (in module qbiocode) (in module qbiocode.visualization) (in module qbiocode.visualization.visualize_correlation), [1] pqk() (in module qbiocode) (in module qbiocode.embeddings) (in module qbiocode.embeddings.embed)

prepare_training_set() (in module qbiocode.utils) (in module qbiocode.utils.data_encoding) print_results() (in module qbiocode.utils.helper_fn)

Q

qbiocode module qbiocode.data_generation module qbiocode.data_generation.generator module, [1] qbiocode.data_generation.make_blobs module qbiocode.data_generation.make_circles module, [1] qbiocode.data_generation.make_class module, [1] qbiocode.data_generation.make_moons module, [1] qbiocode.data_generation.make_s_curve module, [1] qbiocode.data_generation.make_spheres module, [1] qbiocode.data_generation.make_spirals module, [1] qbiocode.data_generation.make_swiss_roll module, [1] qbiocode.embeddings module qbiocode.embeddings.compute_autoencoder module, [1] qbiocode.embeddings.embed module, [1] qbiocode.evaluation module qbiocode.evaluation.dataset_evaluation module, [1] qbiocode.evaluation.model_evaluation module, [1] qbiocode.evaluation.model_run module, [1] 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_qensemble 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.learning.compute_xgb module qbiocode.utils module qbiocode.utils.combine_evals_results module qbiocode.utils.data_encoding module qbiocode.utils.dataset_checkpoint module qbiocode.utils.find_duplicates module qbiocode.utils.find_string module qbiocode.utils.helper_fn module qbiocode.utils.ibm_account module qbiocode.utils.qc_winner_finder module qbiocode.utils.qutils module qbiocode.version module, [1] qbiocode.visualization module qbiocode.visualization.visualize_correlation module, [1] qml_winner() (in module qbiocode) (in module qbiocode.utils) (in module qbiocode.utils.qc_winner_finder)

R

retrieve_probabilities() (in module qbiocode.utils) (in module qbiocode.utils.qutils)

S

scaler_fn() (in module qbiocode) (in module qbiocode.utils) (in module qbiocode.utils.helper_fn)

T

track_progress() (in module qbiocode.utils) (in module qbiocode.utils.combine_evals_results)

transpile_circuit() (in module qbiocode.utils.qutils)