Skip to main content
Back to top
Ctrl
+
K
Introduction
User Guide
APIs Reference
Tutorials
Learn
Tags
More
Affiliated Packages
Code of Conduct
Community
Developer's Guide
Governance Process
Release History
Roadmap
About Us | Project
Search
Ctrl
+
K
System Settings
Light
Dark
Choose version
GitHub
Search
Ctrl
+
K
Introduction
User Guide
APIs Reference
Tutorials
Learn
Tags
Affiliated Packages
Code of Conduct
Community
Developer's Guide
Governance Process
Release History
Roadmap
About Us | Project
System Settings
Light
Dark
Choose version
GitHub
Collapse Sidebar
Expand Sidebar
Section Navigation
scikitplot
__version__
__version_iso_8601__
online_help
config_context
get_config
set_config
show_config
show_versions
get_logger
logger
scikitplot.annoy
Index
Annoy
AnnoyIndex
Index
threads_info
CompressMode
IndexIOMixin
MetaMixin
NDArrayMixin
PickleMixin
PickleMode
PlottingMixin
VectorOpsMixin
scikitplot.api
plot_pca_2d_projection
plot_pca_component_variance
plot_feature_importances
plot_learning_curve
plot_elbow
plot_residuals_distribution
plot_classifier_eval
plot_confusion_matrix
plot_precision_recall
plot_roc
plot_calibration
plot_silhouette
validate_labels
cumulative_gain_curve
binary_ks_curve
validate_plotting_kwargs
scikitplot.cleanprompt
EncodedPrompt
Handle
Session
decode
encode
session
SessionStore
create_app
TIERS
CapabilityReport
CapabilityStatus
capabilities
probe
require
load_custom
with_custom
Detector
DetectorRegistry
LiteralDetector
RegexDetector
default_registry
BlindSpot
Diagnosis
Suggestion
describe_outcome
diagnose
suggest_terms
Redactor
reserved_label_spans
resolve_spans
restore
CANONICAL_LABELS
DEFAULT_ENGINE
ENGINES
ENGINE_MODES
EngineSpec
build_detectors
canonical_label
describe_engines
resolve_engine
trim_entity_span
FormatSpec
Guard
StreamDecoder
DEFAULT_LANGUAGE
LANGUAGES
MODEL_SIZES
MULTILINGUAL_MODEL
LanguageSpec
installed_models
resolve_model
supported_languages
McpServer
DEFAULT_ENTITY_LABELS
DEFAULT_MODEL
NerDetector
spacy_detector
NltkDetector
nltk_detector
FieldSpec
PackError
PackSpec
PATTERNS
PatternSpec
default_patterns
get_pattern
luhn_ok
CleanPlan
FluentCleanPrompt
DEFAULT_LIMITS
DEFAULT_POLICY
DEFAULT_TAG_STYLE
Limits
OverlapStrategy
RedactionPolicy
TagStyle
ANSI
highlight_placeholders
restoration_note
should_colorize
summary_table
Cleaner
Encoded
Item
Vault
decrypt_mapping
encrypt_mapping
scikitplot.config
__bibtex__
__citation__
scikitplot.corpus
to_langchain_documents
to_langgraph_state
to_mcp_resources
to_mcp_tool_result
to_huggingface_dataset
to_rag_tuples
to_jsonl
to_numpy_arrays
to_tensorflow_dataset
to_torch_dataloader
LangChainCorpusRetriever
MCPCorpusServer
AgenticRetrievalSession
BudgetPolicy
InvestigationOutcome
InvestigationStatus
RoutePlan
StopReason
SufficiencySignals
route
run_investigation
extract_archive
is_archive
ANNIndexArtifact
ArtifactError
ChunkerBase
DefaultFilter
DocumentReader
DummyReader
FilterBase
PipelineGuard
CapabilityStatus
capability_snapshot
distribution_version
probe_backend
ComponentCatalog
ComponentSpec
DiscoveryOutcome
DiscoveryStatus
component_catalog
ChunkedTextList
ChunkerBridge
FixedWindowChunkerBridge
ParagraphChunkerBridge
SemanticChunkerBridge
SentenceChunkerBridge
WordChunkerBridge
bridge_chunker
register_bridge
unregister_bridge
TokenizerProtocol
SentenceSplitterProtocol
StemmerProtocol
LemmatizerProtocol
FunctionTokenizer
FunctionSentenceSplitter
FunctionStemmer
FunctionLemmatizer
CustomTokenizerRegistry
register_tokenizer
get_tokenizer
register_sentence_splitter
get_sentence_splitter
register_stemmer
get_stemmer
register_lemmatizer
get_lemmatizer
ScriptType
detect_script
is_cjk_char
is_rtl_char
split_cjk_chars
_split_cjk_chars_legacy
MULTI_SCRIPT_SENTENCE_RE_PATTERN
ScriptSpan
ScriptSegmenter
FixedWindowChunker
FixedWindowChunkerConfig
WindowUnit
ISO_TO_NLTK
ISO_TO_NAME
NLTK_TO_ISO
NLTK_STOPWORD_LANGUAGES
BUILTIN_LANG_STOPWORDS
coerce_language
resolve_stopwords
iso_to_nltk
nltk_to_iso
MultilangConfig
MultilangMixin
ParagraphChunker
ParagraphChunkerConfig
SemanticBackend
SemanticChunker
SemanticChunkerConfig
SentenceBackend
SentenceChunker
SentenceChunkerConfig
_validate_text_input
LemmatizationBackend
StemmingBackend
StopwordSource
TokenizerBackend
WordChunker
WordChunkerConfig
ArabicMorphologicalStrategy
CJKCharacterStrategy
DeterminativeGroupStrategy
DictionaryBoundaryStrategy
EthiopicStrategy
GraphemeClusterStrategy
IndicAksharaStrategy
JapaneseStrategy
KoreanSyllableStrategy
MongolianStrategy
SegmentationStrategy
SpacePunctuationStrategy
TibetanStrategy
WritingSystemAdapter
WritingSystemAdapterConfig
BuildResult
BuilderConfig
CorpusBuilder
BuilderFactories
CustomChunker
CustomEnricherConfig
CustomFilter
CustomNLPEnricher
CustomNormalizer
CustomRetrievalIndex
FactoryCorpusBuilder
HookableCorpusPipeline
PipelineHooks
ErrorCategory
ErrorRecord
AnyDownloader
BaseDownloader
CustomDownloader
DownloadResult
GitHubDownloader
GoogleDriveDownloader
WebDownloader
YouTubeDownloader
DEFAULT_CACHE_DIR
DEFAULT_MODEL
EmbeddingEngine
HashEmbedder
DEFAULT_AUDIO_MODEL
DEFAULT_IMAGE_MODEL
DEFAULT_TEXT_MODEL
LLMTrainingExporter
MultimodalEmbeddingEngine
EmbeddingManifest
IncompatibleEmbeddingsError
BUILTIN_STOPWORDS
EnricherConfig
NLPEnricher
SimpleEnricherSpec
SimpleFrequencyEnricher
export_documents
load_documents
And
Eq
Exists
Filter
FilterCapability
In
Not
NotEq
NotIn
Or
Range
UnsupportedOperatorError
IndexGeneration
derive_generation
EdgeTrust
GraphEdge
GraphNode
GraphQuery
GraphResponse
NodeKind
RelationType
derive_graph
HierarchyReport
ancestors
children
descendants
validate_hierarchy
CollectionManifest
CorpusStats
compute_stats
provenance_from_filename
DedupLinesNormalizer
GraphemeClusterNormalizer
HTMLStripNormalizer
LanguageDetectionNormalizer
LowercaseNormalizer
NormalizationPipeline
NormalizerBase
UnicodeNormalizer
WhitespaceNormalizer
TextNormalizer
TextNormalizerConfig
normalize_text
CorpusPipeline
PipelineResult
create_corpus
CONFIG_DOMAINS
ConfigConflictError
CorpusPlan
FluentCorpus
ALTOReader
AudioReader
CustomReader
normalize_extractor_output
ImageReader
PDFReader
MarkdownReader
ReSTReader
TextReader
VideoReader
WebReader
YouTubeReader
TEIReader
XMLReader
ArchiveNestingError
ZipReader
ComponentRegistry
registry
LegKind
LegOutcome
LegStatus
RetrievalResponse
RetrievalStatus
DenseRetriever
GraphRetriever
LegContribution
LegResult
LexicalRetriever
Retriever
fuse_by_rank
RuntimeCorpus
RuntimePolicy
materialize_plan
HAMLET_TEXT
SectionType
ChunkingStrategy
ExportFormat
SourceType
MatchMode
Modality
ErrorPolicy
CorpusDocument
documents_to_pandas
documents_to_polars
DEFAULT_BACKEND_ORDER
AnnoyBackend
BruteForceBackend
FaissBackend
VectorIndexBackend
VoyagerBackend
list_available_backends
select_backend
RetrievalConfig
RetrievalHit
RetrievalIndex
CorpusSource
SourceEntry
SourceKind
FilterSupport
InMemoryStorage
JSONLStorage
QueryResult
SQLiteStorage
StorageBase
StorageQuery
MetadataDict
CharOffset
TokenId
BowVector
EmbeddingVector
DocumentStatus
ContentType
StorageBackend
NormalizerType
Chunk
ChunkResult
ChunkerConfig
SourceConfig
NormalizerConfigBase
StorageConfig
PipelineStep
PipelineConfig
EmbeddedChunk
RetrievalQuery
ChunkHit
CorpusRecord
ChunkerProtocol
NormalizerProtocol
SourceProtocol
StorageProtocol
ChunkerRegistration
ValidationError
ValidationResult
TrainingExample
TrainingDataset
ToolCallInput
ToolCallResult
SemantemeInfo
PreprocessingStep
PreprocessingTrace
MultilangChunkMeta
URLKind
classify_url
download_url
infer_extension
probe_url_kind
resolve_url
scikitplot.cython
API_STABILITY
Stability
api_stability
list_api
DEFAULT_COMPILER_DIRECTIVES
build_extension_module
build_extension_module_result
build_extension_package_from_code_result
build_extension_package_from_paths_result
CACHE_SCHEMA_VERSION
CacheEntry
PackageCacheEntry
find_entries_by_name
find_entry_by_key
find_package_entry_by_key
is_meta_schema_compatible
is_valid_key
iter_all_entry_dirs
iter_cache_entries
iter_package_entries
make_cache_key
meta_schema_version
peek_cache_dir
read_meta
register_artifact_path
resolve_cache_dir
runtime_fingerprint
source_digest
write_meta
CustomCompilerProtocol
CompilerRegistry
register_compiler
get_compiler
list_compilers
CompilerCapabilities
compiler_capabilities
COMPILER_SPEC_VERSION
pure_python_prereqs
cython_cpp_prereqs
full_stack_prereqs
pybind11_only_prereqs
c_api_prereqs
pybind11_include
numpy_include
collect_c_api_sources
collect_header_dirs
PybindCompiler
CApiCompiler
cache_stats
gc_cache
import_extension
import_extension_from_bytes
import_extension_from_path
build_lock
PinRegistryError
list_pins
pin
resolve_pinned_key
unpin
AppliedProfile
PlatformCapabilities
ProfileDefaults
ResolvedToolchain
RuntimeCapabilities
UnsupportedRuntimeError
apply_profile
check_runtime_supported
is_windows
platform_capabilities
resolve_profile
resolved_toolchain
runtime_capabilities
build_package_from_code
build_package_from_code_result
build_package_from_paths
build_package_from_paths_result
check_build_prereqs
compile_and_load
compile_and_load_result
cython_import
cython_import_all
cython_import_all_result
cython_import_result
export_cached
get_cache_dir
import_artifact_bytes
import_artifact_path
import_cached
import_cached_by_name
import_cached_package
import_cached_package_result
import_cached_result
import_pinned
import_pinned_result
list_cached
list_cached_packages
purge_cache
register_cached_artifact_bytes
register_cached_artifact_path
BatchBuildError
BatchBuildResult
BatchFailure
BuildResult
CacheGCResult
CacheStats
PackageBuildResult
DEFAULT_SECURITY_POLICY
RELAXED_SECURITY_POLICY
SecurityError
SecurityPolicy
is_safe_compiler_arg
is_safe_macro_name
is_safe_path
validate_build_inputs
TEMPLATE_SCHEMA_VERSION
TemplateInfo
TemplateValidationError
build_package_example
build_package_example_result
compile_template
compile_template_result
copy_workflow
generate_sphinx_template_docs
get_package_example_path
get_template_path
get_workflow_path
list_package_examples
list_templates
list_workflows
load_package_example_metadata
load_template_metadata
read_template
read_template_info
template_root
validate_template_info
verify_template_assets
workflow_cli_template_path
sanitize
scikitplot.datasets
get_data_home
get_dataset_names
load_dataset
scikitplot.decile
print_labels
decile_table
plot_cumulative_gain
plot_lift
plot_lift_decile_wise
plot_ks_statistic
report
ModelPlotPy
ModelPlotPy
summarize_selection
plot_response
plot_cumresponse
plot_cumlift
plot_cumgains
plot_all
plot_costsrevs
plot_profit
plot_roi
scikitplot.exceptions
ModuleDeprecationWarning
ScikitplotException
VisibleDeprecationWarning
scikitplot.impute
ANNImputer
scikitplot.levenshtein
BackendInfo
Match
available_backends
backend_info
closest
distance
make_corpus_scorer
normalized_distance
normalized_similarity
rank
similarity
scikitplot.logging
CRITICAL
DEBUG
ERROR
FATAL
INFO
NOTSET
WARN
WARNING
AlwaysStdErrHandler
GoogleLogFormatter
getEffectiveLevel
get_logger
get_verbosity
setLevel
set_verbosity
log
log_every_n
log_first_n
log_if
vlog
debug
info
warning
warn
error
error_log
exception
TaskLevelStatusMessage
critical
fatal
scikitplot.mcp
assert_capability_vocabulary_matches_corpus
effective_server_capabilities
server_capabilities
server_runtime_status
DOC_ID_RE
MAX_CHUNK_CHARS
MAX_QUERY_CHARS
MAX_RESOURCE_CHARS
MAX_RESULTS
RESOURCE_METADATA_ALLOWANCE
DocsRetriever
RetrievedChunk
SearchCoordinator
build_search_docs_result
is_valid_doc_id
CorpusAnnoyRetriever
CorpusIndexRetriever
Embedder
VectorIndex
DEFAULT_RRF_K
Bm25Retriever
HybridRetriever
reciprocal_rank_fusion
DemoDocument
InMemoryBm25Retriever
builtin_demo_retriever
CANCELLED
DEGRADED
EMPTY
FAILED
SUCCESS
LegRecord
RetrievalOutcome
assert_matches_corpus
to_corpus_status
CitationOutput
SearchDocsOutput
SearchService
create_server
scikitplot.memmap
MemoryMap
mmap_region
scikitplot.mlflow
DEFAULT_MLFLOW_SERVER_FLAGS
MlflowServerCliCaps
ensure_flags_supported
get_mlflow_server_cli_caps
import_mlflow
resolve_download_artifacts
ServerConfig
SessionConfig
running_in_docker
MlflowProvider
get_provider
set_provider
use_provider
EnvSnapshot
apply_env
parse_dotenv
MlflowCliIncompatibleError
MlflowIntegrationError
MlflowNotInstalledError
MlflowServerStartError
SecurityPolicyViolationError
ArtifactsFacade
ModelsFacade
DEFAULT_PROJECT_MARKERS
ProjectConfig
dump_project_config_yaml
ensure_local_store_layout
find_project_root
get_project_markers
load_project_config
load_project_config_toml
load_project_config_yaml
normalize_mlflow_store_values
project_markers
set_project_markers
wait_tracking_ready
DEFAULT_SECURITY_POLICY
RELAXED_SECURITY_POLICY
SecurityPolicy
get_security_policy
security_policy
set_security_policy
SpawnedServer
build_server_args
build_server_command
spawn_server
MlflowHandle
session
session_from_file
session_from_toml
MlflowVersion
is_mlflow_installed
mlflow_version
WorkflowPaths
builtin_config_path
default_project_paths
export_builtin_config
patch_experiment_name_in_toml
run_demo
workflow
scikitplot.nc
get_include
dot
scikitplot.preprocessing
DummyCodeEncoder
GetDummies
scikitplot.random
Kiss32Random
Kiss64Random
KissRandom
KissSeedSequence
KissBitGenerator
KissGenerator
KissRandomState
default_rng
kiss_context
choice
integers
normal
permutation
random
shuffle
uniform
scikitplot.rank_bm25
BM25
BM25Okapi
BM25L
BM25Plus
scikitplot.seaborn
aucplot
evalplot
modelplot
decileplot
print_labels
scikitplot.stats
Events
FitnessFunc
PointMeasures
RegularEvents
bayesian_blocks
binned_binom_proportion
binom_conf_interval
bootstrap
cdf_from_intervals
fold_intervals
gaussian_fwhm_to_sigma
gaussian_sigma_to_fwhm
histogram_intervals
interval_overlap_length
kuiper
kuiper_false_positive_probability
kuiper_two
mad_std
median_absolute_deviation
poisson_conf_interval
signal_to_noise_oir_ccd
calculate_bin_edges
freedman_bin_width
histogram
knuth_bin_width
scott_bin_width
akaike_info_criterion
akaike_info_criterion_lsq
bayesian_info_criterion
bayesian_info_criterion_lsq
tweedie_gen
tweedie
scikitplot.utils
Timer
PathNamer
make_path
scikitplot.visualkeras
graph_view
layered_view
SpacingDummyLayer
scikitplot.cexperimental
expit
log_expit
logit
py_print
sigmoid
softmax
logsumexp
log_softmax
scikitplot.experimental
scikitplot.experimental.enable_ann_imputer
pipeline
ENVELOPES
compose_as_waveform
play_waveform
plot_waveform
save_waveform
save_waveform_as_mp3
sheet_to_note
sheet_converter
serialize_sheet
export_sheet
scikitplot.cexternals
annoylib
Annoy
AnnoyIndex
stats
get_include
scikitplot.externals
ProbScale
probplot
plot_pos
fit_line
scikitplot.externals._sphinxext.figmpl_directive
scikitplot.externals._sphinxext.mathmpl
scikitplot.externals._sphinxext.plot_directive
roles
sphinx_tabs_patch
tweedie
tweedie_gen
scikitplot._externals
add_ai_assistant_context
generate_llms_txt
generate_llms_txt_standalone
generate_markdown_files
html_to_markdown
html_to_markdown_converter
process_html_directory
Recently Deprecated
_factory_api
plot_roc_curve
plot_precision_recall_curve
APIs Reference
scikitplot.corpus
BowVector
BowVector
#
Edit on GitHub
Show Source