Index

A

analyze() (modlee.recommender.recommender.Recommender method) apply_discretize_to_summary() (in module modlee.utils)

auth() (in module modlee) available (modlee.client.ModleeClient property)

B

bench_kmeans_unsupervised() (in module modlee.data_metafeatures)

C

calculate_metafeatures() (modlee.recommender.recommender.Recommender method) cast_gather_layer() (modlee.converter.Converter method) cast_tile_layer() (modlee.converter.Converter method) closest_power_of_2() (in module modlee.utils) code2torch() (modlee.converter.Converter method) code_path2torch() (modlee.converter.Converter method) configure_callbacks() (modlee.model.image_model.ModleeImageModel method) (modlee.model.model.ModleeModel method) (modlee.model.recommended_model.RecommendedModel method) (modlee.modlee_image_model.ModleeImageModel method)

configure_optimizers() (modlee.model.model.SimpleModel method) (modlee.model.recommended_model.RecommendedModel method) convert_to_scientific() (in module modlee.utils) Converter (class in modlee.converter)

D

DataMetafeatures (class in modlee.data_metafeatures) DataMetafeaturesCallback (class in modlee.model.callbacks)

dict2code() (modlee.converter.Converter method) discretize() (in module modlee.utils)

E

exhaust_sequence_branch() (in module modlee.model_text_converter)

extract_features_from_model() (in module modlee.data_metafeatures) extract_loss_functions() (in module modlee.exp_loss_logger)

F

fit() (modlee.recommender.image_recommender.ImageRecommender method) (modlee.recommender.recommender.Recommender method)

forward() (modlee.model.model.SimpleModel method) (modlee.model.recommended_model.RecommendedModel method) from_modality_task() (in module modlee.recommender)

G

get() (modlee.client.ModleeClient method) get_api_key() (in module modlee) get_attr() (modlee.client.ModleeClient method) get_attr_name() (modlee.converter.Converter method) get_cached_vars() (in module modlee.retriever) get_callable() (modlee.client.ModleeClient method) get_code_text() (in module modlee.model_text_converter) (modlee.recommender.recommender.Recommender method) get_code_text_for_model() (in module modlee.model_text_converter) get_data_snapshot() (in module modlee.retriever) get_exp_loss_for_model() (in module modlee.exp_loss_logger) get_fashion_mnist() (in module modlee.utils) get_features() (modlee.data_metafeatures.DataMetafeatures method) get_forward() (modlee.converter.Converter method) get_image_features() (in module modlee.data_metafeatures) get_init() (modlee.converter.Converter method) get_init_module_state_dict_str() (modlee.converter.Converter method) get_inner_string() (modlee.converter.Converter method) get_input() (modlee.model.callbacks.ModleeCallback method)

get_input_torch() (modlee.recommender.recommender.Recommender method) get_mfe_features() (modlee.data_metafeatures.DataMetafeatures method) get_mfe_on_batch() (modlee.data_metafeatures.DataMetafeatures method) get_model() (in module modlee.retriever) get_model_attr_on_line() (modlee.converter.Converter method) get_model_attrs_in_forward() (modlee.converter.Converter method) get_model_code() (modlee.converter.Converter method) get_model_details() (modlee.recommender.recommender.Recommender method) get_model_size() (in module modlee.utils) get_module() (modlee.client.ModleeClient method) get_params_for_attr() (modlee.converter.Converter method) get_raw_batch_elements() (modlee.data_metafeatures.DataMetafeatures method) (modlee.data_metafeatures.ImageDataMetafeatures method) get_run_path() (in module modlee) get_runs() (in module modlee.retriever) get_script() (modlee.client.ModleeClient method) get_stats() (modlee.data_metafeatures.DataMetafeatures method) get_stats_rep() (modlee.data_metafeatures.DataMetafeatures method) get_type_string() (modlee.converter.Converter method)

I

ImageCallback (class in modlee.model.image_model) (class in modlee.modlee_image_model) ImageClassificationRecommender (class in modlee.recommender.image_recommender) ImageDataMetafeatures (class in modlee.data_metafeatures) ImageRecommender (class in modlee.recommender.image_recommender)

ImageSegmentationRecommender (class in modlee.recommender.image_recommender) init() (in module modlee) init_graph_tensors() (modlee.converter.Converter method) init_onnx_params() (modlee.converter.Converter method) init_onnx_tensors() (modlee.converter.Converter method) is_cacheable() (in module modlee.utils)

L

last_run_path() (in module modlee.utils) LogCodeTextCallback (class in modlee.model.callbacks) login() (modlee.client.ModleeClient method)

LogONNXCallback (class in modlee.model.callbacks) LogOutputCallback (class in modlee.model.callbacks) LogParamsCallback (class in modlee.model.callbacks) LogTransformsCallback (class in modlee.model.callbacks)

M

manipulate_x_1() (in module modlee.data_metafeatures) manipulate_x_2() (in module modlee.data_metafeatures) manipulate_x_3() (in module modlee.data_metafeatures) manipulate_x_4() (in module modlee.data_metafeatures) manipulate_x_5() (in module modlee.data_metafeatures) model (modlee.recommender.recommender.Recommender property) modlee module, [1] modlee.client module, [1] modlee.config module, [1] modlee.converter module, [1] modlee.data_metafeatures module, [1] modlee.exp_loss_logger module, [1] modlee.loss_sweeper module, [1] modlee.model module, [1] modlee.model.callbacks module, [1] modlee.model.image_model module, [1] modlee.model.model module, [1] modlee.model.recommended_model module, [1] modlee.model_text_converter module, [1] modlee.modlee_image_model module, [1] modlee.recommender module, [1]

modlee.recommender.image_recommender module, [1] modlee.recommender.recommender module, [1] modlee.retriever module, [1] modlee.trainer module, [1] modlee.utils module, [1] ModleeCallback (class in modlee.model.callbacks) ModleeClient (class in modlee.client) ModleeImageModel (class in modlee.model.image_model) (class in modlee.modlee_image_model) ModleeModel (class in modlee.model.model) module modlee, [1] modlee.client, [1] modlee.config, [1] modlee.converter, [1] modlee.data_metafeatures, [1] modlee.exp_loss_logger, [1] modlee.loss_sweeper, [1] modlee.model, [1] modlee.model.callbacks, [1] modlee.model.image_model, [1] modlee.model.model, [1] modlee.model.recommended_model, [1] modlee.model_text_converter, [1] modlee.modlee_image_model, [1] modlee.recommender, [1] modlee.recommender.image_recommender, [1] modlee.recommender.recommender, [1] modlee.retriever, [1] modlee.trainer, [1] modlee.utils, [1]

O

on_fit_end() (modlee.model.callbacks.PushServerCallback method) on_train_epoch_end() (modlee.model.recommended_model.RecommendedModel method) on_train_start() (modlee.model.callbacks.DataMetafeaturesCallback method) (modlee.model.callbacks.LogCodeTextCallback method) (modlee.model.callbacks.LogONNXCallback method) (modlee.model.callbacks.LogParamsCallback method) (modlee.model.callbacks.LogTransformsCallback method) on_validation_batch_end() (modlee.model.image_model.ImageCallback method) (modlee.modlee_image_model.ImageCallback method) onnx2onnx_gs() (modlee.converter.Converter method) onnx2onnx_text() (modlee.converter.Converter method) onnx2torch() (modlee.converter.Converter method) onnx_file2onnx_graph() (modlee.converter.Converter method)

onnx_file2torch() (modlee.converter.Converter method) onnx_file2torch_model() (modlee.converter.Converter method) onnx_graph2onnx_text() (modlee.converter.Converter method) onnx_graph2torch_model() (modlee.converter.Converter method) onnx_parameterless2onnx() (modlee.converter.Converter method) onnx_path2torch() (modlee.converter.Converter method) onnx_text2code() (modlee.converter.Converter method) onnx_text2onnx() (modlee.converter.Converter method) onnx_text2onnx_graph() (modlee.converter.Converter method) onnx_text2torch() (modlee.converter.Converter method) onnx_text2torch_code() (modlee.converter.Converter method) onnx_text2torch_model() (modlee.converter.Converter method) onnx_text_file2onnx() (modlee.converter.Converter method) onnx_uninit2torch() (modlee.converter.Converter method)

P

pad_image_channels() (in module modlee.data_metafeatures) post() (modlee.client.ModleeClient method) post_file() (modlee.client.ModleeClient method)

post_run() (modlee.client.ModleeClient method) post_run_as_json() (modlee.client.ModleeClient method) PushServerCallback (class in modlee.model.callbacks)

Q

quantize() (in module modlee.utils)

quantize_dict() (in module modlee.utils)

R

RecommendedModel (class in modlee.model.recommended_model) Recommender (class in modlee.recommender.recommender) refactor_bool_layer() (modlee.converter.Converter method) refactor_inf() (modlee.converter.Converter method)

refactor_leading_number() (modlee.converter.Converter method) remove_identity() (modlee.converter.Converter method) run_path (modlee.model.model.ModleeModel property) run_path_exists() (in module modlee.retriever)

S

safe_mkdir() (in module modlee.utils) sample_dataloader() (in module modlee.data_metafeatures) sample_image_channels() (in module modlee.data_metafeatures) sample_image_from_video() (in module modlee.data_metafeatures) save_code() (modlee.converter.Converter method) save_code_text_for_model() (in module modlee.model_text_converter) save_run() (in module modlee.utils)

save_run_as_json() (in module modlee.utils) save_torch() (modlee.converter.Converter method) set_run_path() (in module modlee) setup() (modlee.model.callbacks.LogCodeTextCallback method) (modlee.model.callbacks.LogONNXCallback method) SimpleDataset (class in modlee.model.model) SimpleModel (class in modlee.model.model) suppress_stdout_stderr() (in module modlee)

T

tensor2init_code() (modlee.converter.Converter method) torch2code() (modlee.converter.Converter method) torch2onnx() (modlee.converter.Converter method) torch2onnx_text() (modlee.converter.Converter method) torch2torch() (modlee.converter.Converter method) torch2torch_graph() (modlee.converter.Converter method) torch_code2torch_model() (modlee.converter.Converter method) torch_file2torch_model() (modlee.converter.Converter method) torch_graph2code() (modlee.converter.Converter method) torch_model2onnx_graph() (modlee.converter.Converter method)

torch_model2onnx_text() (modlee.converter.Converter method) torch_model2torch_code() (modlee.converter.Converter method) torch_model2torch_model() (modlee.converter.Converter method) train() (modlee.recommender.recommender.Recommender method) train_documentation_locations() (modlee.recommender.recommender.Recommender method) train_documentation_shared() (modlee.recommender.recommender.Recommender method) Trainer (class in modlee.trainer) training_step() (modlee.model.model.SimpleModel method) (modlee.model.recommended_model.RecommendedModel method) typewriter_print() (in module modlee.utils)

U

uri_to_path() (in module modlee.utils)

V

validation_step() (modlee.model.recommended_model.RecommendedModel method)

W

write_file() (modlee.recommender.recommender.Recommender method)