Index

A

app module

B

BaseLLMMetric (class in pixaris.metrics.llm)

BaseMetric (class in pixaris.metrics.base)

C

calculate() (pixaris.metrics.base.BaseMetric method) (pixaris.metrics.iou.IoUMetric method) (pixaris.metrics.llm.BaseLLMMetric method) (pixaris.metrics.llm.ErrorLLMMetric method) (pixaris.metrics.llm.SimilarityLLMMetric method) (pixaris.metrics.llm.StyleLLMMetric method) (pixaris.metrics.luminescence.LuminescenceComparisonByMaskMetric method) (pixaris.metrics.luminescence.LuminescenceWithoutMaskMetric method) (pixaris.metrics.saturation.SaturationComparisonByMaskMetric method) (pixaris.metrics.saturation.SaturationWithoutMaskMetric method)

close() (pixaris.generation.comfyui_cluster.ComfyClusterGenerator method) ComfyClusterGenerator (class in pixaris.generation.comfyui_cluster) ComfyGenerator (class in pixaris.generation.comfyui) copy_bytes_to_pod() (in module pixaris.orchestration.kubernetes) create_feedback_iteration() (pixaris.feedback_handlers.base.FeedbackHandler method) (pixaris.feedback_handlers.gcp.GCPFeedbackHandler method) (pixaris.feedback_handlers.local.LocalFeedbackHandler method) create_schema_from_dict() (in module pixaris.utils.bigquery)

D

DatasetLoader (class in pixaris.data_loaders.base)

dict_mean() (in module pixaris.metrics.utils)

E

encode_image_to_bytes() (in module pixaris.generation.utils) ensure_table_exists() (in module pixaris.utils.bigquery) ErrorLLMMetric (class in pixaris.metrics.llm)

expand_hyperparameters() (in module pixaris.utils.hyperparameters) ExperimentHandler (class in pixaris.experiment_handlers.base) extract_value_from_list_of_dicts() (in module pixaris.generation.utils)

F

feedback_df (pixaris.feedback_handlers.base.FeedbackHandler attribute) feedback_iteration_choices (pixaris.feedback_handlers.base.FeedbackHandler attribute)

FeedbackHandler (class in pixaris.feedback_handlers.base) FluxFillGenerator (class in pixaris.generation.flux)

G

GCPDatasetLoader (class in pixaris.data_loaders.gcp) GCPExperimentHandler (class in pixaris.experiment_handlers.gcp) GCPFeedbackHandler (class in pixaris.feedback_handlers.gcp) GeminiGenerator (class in pixaris.generation.gemini) generate_hyperparameter_grid() (in module pixaris.utils.hyperparameters) generate_image() (in module pixaris.orchestration.base) generate_images_based_on_dataset() (in module pixaris.orchestration.base)

generate_images_for_hyperparameter_search_based_on_dataset() (in module pixaris.orchestration.base) generate_single_image() (pixaris.generation.base.ImageGenerator method) (pixaris.generation.comfyui.ComfyGenerator method) (pixaris.generation.comfyui_cluster.ComfyClusterGenerator method) (pixaris.generation.flux.FluxFillGenerator method) (pixaris.generation.gemini.GeminiGenerator method) (pixaris.generation.imagen2.Imagen2Generator method) get_feedback_per_image() (pixaris.feedback_handlers.base.FeedbackHandler method)

I

ImageGenerator (class in pixaris.generation.base)

Imagen2Generator (class in pixaris.generation.imagen2) IoUMetric (class in pixaris.metrics.iou)

L

load_all_feedback_iteration_info_for_project() (pixaris.feedback_handlers.base.FeedbackHandler method) load_dataset() (pixaris.data_loaders.base.DatasetLoader method) (pixaris.data_loaders.gcp.GCPDatasetLoader method) (pixaris.data_loaders.local.LocalDatasetLoader method) load_experiment_results_for_dataset() (pixaris.experiment_handlers.base.ExperimentHandler method) (pixaris.experiment_handlers.gcp.GCPExperimentHandler method) (pixaris.experiment_handlers.local.LocalExperimentHandler method) load_images_for_experiment() (pixaris.experiment_handlers.base.ExperimentHandler method) (pixaris.experiment_handlers.gcp.GCPExperimentHandler method) (pixaris.experiment_handlers.local.LocalExperimentHandler method) load_images_for_feedback_iteration() (pixaris.feedback_handlers.base.FeedbackHandler method) (pixaris.feedback_handlers.gcp.GCPFeedbackHandler method) (pixaris.feedback_handlers.local.LocalFeedbackHandler method)

load_projects_and_datasets() (pixaris.experiment_handlers.base.ExperimentHandler method) (pixaris.experiment_handlers.gcp.GCPExperimentHandler method) (pixaris.experiment_handlers.local.LocalExperimentHandler method) load_projects_list() (pixaris.feedback_handlers.base.FeedbackHandler method) (pixaris.feedback_handlers.gcp.GCPFeedbackHandler method) (pixaris.feedback_handlers.local.LocalFeedbackHandler method) LocalDatasetLoader (class in pixaris.data_loaders.local) LocalExperimentHandler (class in pixaris.experiment_handlers.local) LocalFeedbackHandler (class in pixaris.feedback_handlers.local) LuminescenceComparisonByMaskMetric (class in pixaris.metrics.luminescence) LuminescenceWithoutMaskMetric (class in pixaris.metrics.luminescence)

M

merge_dicts() (in module pixaris.utils.merge_dicts) module app pixaris pixaris.data_loaders pixaris.data_loaders.base pixaris.data_loaders.gcp pixaris.data_loaders.local pixaris.experiment_handlers pixaris.experiment_handlers.base pixaris.experiment_handlers.gcp pixaris.experiment_handlers.local pixaris.feedback_handlers pixaris.feedback_handlers.base pixaris.feedback_handlers.gcp pixaris.feedback_handlers.local pixaris.generation pixaris.generation.base pixaris.generation.comfyui pixaris.generation.comfyui_cluster pixaris.generation.flux pixaris.generation.gemini pixaris.generation.imagen2 pixaris.generation.utils pixaris.metrics pixaris.metrics.base pixaris.metrics.iou pixaris.metrics.llm pixaris.metrics.luminescence pixaris.metrics.prompts pixaris.metrics.saturation pixaris.metrics.utils pixaris.orchestration pixaris.orchestration.base pixaris.orchestration.kubernetes pixaris.utils pixaris.utils.bigquery pixaris.utils.hyperparameters pixaris.utils.merge_dicts pixaris.utils.retry test

N

normalize_image() (in module pixaris.metrics.utils)

P

pixaris module pixaris.data_loaders module pixaris.data_loaders.base module pixaris.data_loaders.gcp module pixaris.data_loaders.local module pixaris.experiment_handlers module pixaris.experiment_handlers.base module pixaris.experiment_handlers.gcp module pixaris.experiment_handlers.local module pixaris.feedback_handlers module pixaris.feedback_handlers.base module pixaris.feedback_handlers.gcp module pixaris.feedback_handlers.local module pixaris.generation module pixaris.generation.base module pixaris.generation.comfyui module pixaris.generation.comfyui_cluster module pixaris.generation.flux module pixaris.generation.gemini module

pixaris.generation.imagen2 module pixaris.generation.utils module pixaris.metrics module pixaris.metrics.base module pixaris.metrics.iou module pixaris.metrics.llm module pixaris.metrics.luminescence module pixaris.metrics.prompts module pixaris.metrics.saturation module pixaris.metrics.utils module pixaris.orchestration module pixaris.orchestration.base module pixaris.orchestration.kubernetes module pixaris.utils module pixaris.utils.bigquery module pixaris.utils.hyperparameters module pixaris.utils.merge_dicts module pixaris.utils.retry module pixaris_orchestration_kubernetes_locally() (in module pixaris.orchestration.kubernetes) python_type_to_bq_type() (in module pixaris.utils.bigquery)

R

retry() (in module pixaris.utils.retry)

S

SaturationComparisonByMaskMetric (class in pixaris.metrics.saturation) SaturationWithoutMaskMetric (class in pixaris.metrics.saturation) SimilarityLLMMetric (class in pixaris.metrics.llm) start_background_task() (pixaris.generation.comfyui_cluster.ComfyClusterGenerator method)

store_results() (pixaris.experiment_handlers.base.ExperimentHandler method) (pixaris.experiment_handlers.gcp.GCPExperimentHandler method) (pixaris.experiment_handlers.local.LocalExperimentHandler method) StyleLLMMetric (class in pixaris.metrics.llm)

T

test module

U

update_available_hosts() (pixaris.generation.comfyui_cluster.ComfyClusterGenerator method)

V

validate_inputs_and_parameters() (pixaris.generation.base.ImageGenerator method) (pixaris.generation.comfyui.ComfyGenerator method) (pixaris.generation.comfyui_cluster.ComfyClusterGenerator method) (pixaris.generation.flux.FluxFillGenerator method) (pixaris.generation.gemini.GeminiGenerator method) (pixaris.generation.imagen2.Imagen2Generator method)

W

write_single_feedback() (pixaris.feedback_handlers.base.FeedbackHandler method) (pixaris.feedback_handlers.gcp.GCPFeedbackHandler method) (pixaris.feedback_handlers.local.LocalFeedbackHandler method)