Index

_ | A | B | C | D | E | F | G | H | I | L | M | N | P | R | S | T | U | V | W

_

__getitem__() (cascade.data.Pickler method) (cascade.lines.disk_line.DiskLine method) (cascade.meta.MetaViewer method) (cascade.meta.MetricViewer method) (cascade.repos.Repo method) (cascade.utils.tables.TableDataset method) __init__() (cascade.base.Traceable method) (cascade.data.ApplyModifier method) (cascade.data.Assessor method) (cascade.data.BaseDataset method) (cascade.data.BaseModifier method) (cascade.data.BruteforceCacher method) (cascade.data.Composer method) (cascade.data.Concatenator method) (cascade.data.DataCard method) (cascade.data.Filter method) (cascade.data.FolderDataset method) (cascade.data.IteratorFilter method) (cascade.data.IteratorModifier method) (cascade.data.IteratorWrapper method) (cascade.data.LabelingInfo method) (cascade.data.Pickler method) (cascade.data.RandomSampler method) (cascade.data.RangeSampler method) (cascade.data.Sampler method) (cascade.data.SchemaModifier method) (cascade.data.SimpleDataloader method) (cascade.data.SizedDataset method) (cascade.data.ValidationError method) (cascade.data.VersionAssigner method) (cascade.data.Wrapper method) (cascade.lines.DataLine method) (cascade.lines.disk_line.DiskLine method) (cascade.lines.ModelLine method) (cascade.meta.AggregateValidator method) (cascade.meta.Assessor method) (cascade.meta.DataCard method) (cascade.meta.DataleakValidator method) (cascade.meta.DataRegistrator method) (cascade.meta.DiffViewer method) (cascade.meta.HistoryViewer method) (cascade.meta.LabelingInfo method) (cascade.meta.MetaValidator method) (cascade.meta.MetaViewer method) (cascade.meta.MetricViewer method) (cascade.meta.PredicateValidator method) (cascade.meta.Validator method) (cascade.metrics.Accuracy method) (cascade.metrics.Loss method) (cascade.metrics.Metric method) (cascade.models.BasicTrainer method) (cascade.models.Model method) (cascade.models.ModelModifier method) (cascade.models.Trainer method) (cascade.models.Workspace method) (cascade.repos.Repo method) (cascade.repos.SingleLineRepo method) (cascade.trainers.BasicTrainer method) (cascade.trainers.Trainer method) (cascade.utils.baselines.ConstantBaseline method) (cascade.utils.nlp.TextClassificationFolder method) (cascade.utils.pandera.PaSchemaValidator method) (cascade.utils.sklearn.SkMetric method) (cascade.utils.sklearn.SkModel method) (cascade.utils.tables.CSVDataset method) (cascade.utils.tables.FeatureTable method) (cascade.utils.tables.LargeCSVDataset method) (cascade.utils.tables.PartedTableLoader method) (cascade.utils.tables.TableDataset method) (cascade.utils.tables.TableFilter method) (cascade.utils.tables.TableIterator method) (cascade.utils.time_series.Align method) (cascade.utils.time_series.Average method) (cascade.utils.time_series.Interpolate method) (cascade.utils.time_series.TimeSeriesDataset method) (cascade.utils.torch.TorchModel method) (cascade.utils.vision.FolderImageDataset method)

__len__() (cascade.data.Concatenator method) (cascade.data.Pickler method) (cascade.lines.disk_line.DiskLine method) (cascade.repos.Repo method) (cascade.utils.nlp.TextClassificationFolder method) (cascade.utils.tables.TableDataset method) __repr__() (cascade.base.Traceable method)

A

Accuracy (class in cascade.metrics) add_feature() (cascade.utils.tables.FeatureTable method) add_file() (cascade.models.Model method) add_line() (cascade.repos.Repo method) add_log_callback() (cascade.models.Model method) add_metric() (cascade.models.Model method)

add_repo() (cascade.models.Workspace method) AggregateValidator (class in cascade.meta) Align (class in cascade.utils.time_series) ApplyModifier (class in cascade.data) Assessor (class in cascade.data) (class in cascade.meta) Average (class in cascade.utils.time_series)

B

BaseDataset (class in cascade.data) BaseModifier (class in cascade.data) BasicModel (class in cascade.models)

BasicModelModifier (class in cascade.models) BasicTrainer (class in cascade.models) (class in cascade.trainers) BruteforceCacher (class in cascade.data)

C

comment() (cascade.base.Traceable method) Composer (class in cascade.data) compute() (cascade.metrics.Accuracy method) (cascade.metrics.Metric method) (cascade.utils.sklearn.SkMetric method) compute_add() (cascade.metrics.Accuracy method) (cascade.metrics.Metric method)

Concatenator (class in cascade.data) ConstantBaseline (class in cascade.utils.baselines) create() (cascade.repos.LineFactory class method) create_model() (cascade.lines.ModelLine method) CSVDataset (class in cascade.utils.tables) CyclicSampler (class in cascade.data)

D

DataCard (class in cascade.data) (class in cascade.meta) DataleakValidator (class in cascade.meta) DataLine (class in cascade.lines) DataRegistrator (class in cascade.meta) Dataset (class in cascade.data) dataset() (in module cascade.data)

DataValidationException (class in cascade.meta) describe() (cascade.base.Traceable method) determine_meta_fmt() (cascade.base.MetaHandler class method) DiffViewer (class in cascade.meta) DiskLine (class in cascade.lines.disk_line) docs (cascade.data.LabelingInfo attribute) (cascade.meta.LabelingInfo attribute) ds() (cascade.data.Pickler method)

E

evaluate() (cascade.models.BasicModel method) (cascade.models.Model method) (cascade.utils.torch.TorchModel method)

F

FeatureTable (class in cascade.utils.tables) Filter (class in cascade.data) fit() (cascade.models.BasicModel method) (cascade.models.Model method) (cascade.utils.baselines.ConstantBaseline method) (cascade.utils.sklearn.SkModel method)

FolderDataset (class in cascade.data) FolderImageDataset (class in cascade.utils.vision) from_meta() (cascade.base.Traceable method) (cascade.data.BaseModifier method) (cascade.data.Composer method) (cascade.data.Concatenator method)

G

get_best_by() (cascade.meta.MetricViewer method) get_data() (cascade.utils.time_series.TimeSeriesDataset method) get_default() (cascade.models.Workspace method) get_features() (cascade.utils.tables.FeatureTable method) get_item_names() (cascade.lines.disk_line.DiskLine method) get_latest_version() (cascade.lines.DataLine method) get_line_names() (cascade.repos.Repo method) (cascade.repos.SingleLineRepo method) get_meta() (cascade.base.Traceable method) (cascade.data.BaseDataset method) (cascade.data.BaseModifier method) (cascade.data.Composer method) (cascade.data.Concatenator method) (cascade.data.Dataset method) (cascade.data.FolderDataset method) (cascade.data.IteratorModifier method) (cascade.data.IteratorWrapper method) (cascade.data.Modifier method) (cascade.data.Wrapper method) (cascade.lines.DataLine method) (cascade.lines.disk_line.DiskLine method) (cascade.lines.ModelLine method) (cascade.models.BasicTrainer method) (cascade.models.Model method) (cascade.models.ModelModifier method) (cascade.models.Trainer method) (cascade.models.Workspace method) (cascade.trainers.BasicTrainer method) (cascade.trainers.Trainer method) (cascade.utils.baselines.ConstantBaseline method) (cascade.utils.nlp.TextClassificationFolder method) (cascade.utils.sklearn.SkModel method) (cascade.utils.tables.FeatureTable method) (cascade.utils.tables.TableDataset method) (cascade.utils.time_series.Average method) (cascade.utils.time_series.Interpolate method) (cascade.utils.time_series.TimeSeriesDataset method) (cascade.utils.torch.TorchModel method)

get_model_names() (cascade.lines.ModelLine method) get_names() (cascade.data.FolderDataset method) get_repo_names() (cascade.models.Workspace method) get_root() (cascade.lines.Line method) (cascade.repos.SingleLineRepo method) get_table() (cascade.utils.tables.FeatureTable method) get_version() (cascade.lines.DataLine method)

H

HistoryViewer (class in cascade.meta)

I

id (cascade.data.Assessor attribute) (cascade.meta.Assessor attribute) Interpolate (class in cascade.utils.time_series)

IteratorDataset (class in cascade.data) IteratorFilter (class in cascade.data) IteratorModifier (class in cascade.data) IteratorWrapper (class in cascade.data)

L

LabelingInfo (class in cascade.data) (class in cascade.meta) LargeCSVDataset (class in cascade.utils.tables) Line (class in cascade.lines) LineFactory (class in cascade.repos) link() (cascade.base.Traceable method) link_dataset() (cascade.models.Model method) load() (cascade.lines.DataLine method) (cascade.lines.disk_line.DiskLine method) (cascade.lines.Line method) (cascade.lines.ModelLine method) (cascade.models.BasicModel class method) (cascade.models.Model class method)

load_artifact() (cascade.models.BasicModel method) (cascade.models.Model method) (cascade.utils.sklearn.SkModel method) (cascade.utils.torch.TorchModel method) load_artifact_paths() (cascade.lines.ModelLine method) load_model_meta() (cascade.lines.ModelLine method) (cascade.models.Workspace method) load_obj_meta() (cascade.lines.disk_line.DiskLine method) (cascade.lines.Line method) (cascade.repos.Repo method) log() (cascade.models.Model method) Loss (class in cascade.metrics)

M

MetaHandler (class in cascade.base) MetaValidator (class in cascade.meta) MetaViewer (class in cascade.meta) Metric (class in cascade.metrics) MetricType (in module cascade.metrics)

MetricViewer (class in cascade.meta) Model (class in cascade.models) ModelLine (class in cascade.lines) ModelModifier (class in cascade.models) Modifier (class in cascade.data) modifier() (in module cascade.data)

N

numpy_md5 (class in cascade.meta)

P

PartedTableLoader (class in cascade.utils.tables) PaSchemaValidator (class in cascade.utils.pandera) Pickler (class in cascade.data) plot() (cascade.meta.HistoryViewer method) plot_table() (cascade.meta.MetricViewer method) position (cascade.data.Assessor attribute) (cascade.meta.Assessor attribute)

PredicateValidator (class in cascade.meta) predict() (cascade.models.BasicModel method) (cascade.models.Model method) (cascade.utils.baselines.ConstantBaseline method) (cascade.utils.sklearn.SkModel method) (cascade.utils.torch.TorchModel method) process_desc (cascade.data.LabelingInfo attribute) (cascade.meta.LabelingInfo attribute)

R

RandomSampler (class in cascade.data) RangeSampler (class in cascade.data) read() (cascade.base.MetaHandler class method) (cascade.meta.MetaViewer method) (cascade.repos.LineFactory class method) read_dir() (cascade.base.MetaHandler class method) register() (cascade.meta.DataRegistrator method) reload() (cascade.lines.disk_line.DiskLine method) (cascade.lines.Line method) (cascade.models.Workspace method) (cascade.repos.Repo method) (cascade.repos.SingleLineRepo method)

reload_table() (cascade.meta.MetricViewer method) remove_comment() (cascade.base.Traceable method) remove_description() (cascade.base.Traceable method) remove_link() (cascade.base.Traceable method) remove_tag() (cascade.base.Traceable method) Repo (class in cascade.repos)

S

Sampler (class in cascade.data) save() (cascade.lines.DataLine method) (cascade.lines.Line method) (cascade.lines.ModelLine method) (cascade.models.BasicModel method) (cascade.models.Model method) (cascade.utils.sklearn.SkModel method) (cascade.utils.torch.TorchModel method) save_artifact() (cascade.models.BasicModel method) (cascade.models.Model method) (cascade.utils.sklearn.SkModel method) (cascade.utils.torch.TorchModel method)

SchemaModifier (class in cascade.data) serve() (cascade.meta.DiffViewer method) (cascade.meta.HistoryViewer method) (cascade.meta.MetricViewer method) set_default() (cascade.models.Workspace method) SimpleDataloader (class in cascade.data) SingleLineRepo (class in cascade.repos) SizedDataset (class in cascade.data) SkMetric (class in cascade.utils.sklearn) SkModel (class in cascade.utils.sklearn) split() (in module cascade.data)

T

TableDataset (class in cascade.utils.tables) TableFilter (class in cascade.utils.tables) TableIterator (class in cascade.utils.tables) tag() (cascade.base.Traceable method) TextClassificationFolder (class in cascade.utils.nlp) TimeSeriesDataset (class in cascade.utils.time_series) to_csv() (cascade.utils.tables.TableDataset method) to_dict() (cascade.data.DataCard method) (cascade.metrics.Metric method)

to_numpy() (cascade.utils.time_series.TimeSeriesDataset method) to_pandas() (cascade.utils.time_series.TimeSeriesDataset method) TorchModel (class in cascade.utils.torch) Traceable (class in cascade.base) train() (cascade.models.BasicTrainer method) (cascade.models.Trainer method) (cascade.trainers.BasicTrainer method) (cascade.trainers.Trainer method) Trainer (class in cascade.models) (class in cascade.trainers)

U

update_meta() (cascade.base.Traceable method)

V

validate_in() (in module cascade.data) ValidationError (class in cascade.data)

Validator (class in cascade.meta) version() (in module cascade.data) VersionAssigner (class in cascade.data)

W

who (cascade.data.LabelingInfo attribute) (cascade.meta.LabelingInfo attribute) Workspace (class in cascade.models)

Wrapper (class in cascade.data) write() (cascade.base.MetaHandler class method) (cascade.meta.MetaViewer method) write_dir() (cascade.base.MetaHandler class method)