Documentation
About ValidMind
Get Started
Guides
Support
Releases
Python Library
ValidMind Library
ValidMind Academy
Training Courses
Log In
Public Internet
ValidMind Platform ·
US1
ValidMind Platform ·
CA1
Private Link
Virtual Private ValidMind (VPV)
Which login should I use?
datasets
ValidMind Library Python API
Python API
2.8.25
init
init_dataset
init_model
init_r_model
get_test_suite
log_metric
preview_template
print_env
reload
run_documentation_tests
run_test_suite
tags
tasks
test
log_text
experimental_agent
RawData
RawData
inspect
serialize
Submodules
__version__
datasets
classification
customer_churn
taiwan_credit
credit_risk
lending_club
lending_club_bias
nlp
cnn_dailymail
twitter_covid_19
regression
fred
lending_club
errors
test_suites
classifier
cluster
embeddings
llm
nlp
parameters_optimization
regression
statsmodels_timeseries
summarization
tabular_datasets
text_data
time_series
tests
data_validation
ACFandPACFPlot
ADF
AutoAR
AutoMA
AutoStationarity
BivariateScatterPlots
BoxPierce
ChiSquaredFeaturesTable
ClassImbalance
CommonWords
DatasetDescription
DatasetSplit
DescriptiveStatistics
DickeyFullerGLS
Duplicates
EngleGrangerCoint
FeatureTargetCorrelationPlot
Hashtags
HighCardinality
HighPearsonCorrelation
IQROutliersBarPlot
IQROutliersTable
IsolationForestOutliers
JarqueBera
KPSS
LJungBox
LaggedCorrelationHeatmap
LanguageDetection
Mentions
MissingValues
MissingValuesBarPlot
MutualInformation
PearsonCorrelationMatrix
PhillipsPerronArch
PolarityAndSubjectivity
ProtectedClassesCombination
ProtectedClassesDescription
ProtectedClassesDisparity
ProtectedClassesThresholdOptimizer
Punctuations
RollingStatsPlot
RunsTest
ScatterPlot
ScoreBandDefaultRates
SeasonalDecompose
Sentiment
ShapiroWilk
Skewness
SpreadPlot
StopWords
TabularCategoricalBarPlots
TabularDateTimeHistograms
TabularDescriptionTables
TabularNumericalHistograms
TargetRateBarPlots
TextDescription
TimeSeriesDescription
TimeSeriesDescriptiveStatistics
TimeSeriesFrequency
TimeSeriesHistogram
TimeSeriesLinePlot
TimeSeriesMissingValues
TimeSeriesOutliers
TooManyZeroValues
Toxicity
UniqueRows
WOEBinPlots
WOEBinTable
ZivotAndrewsArch
nlp
model_validation
AdjustedMutualInformation
AdjustedRandIndex
AutoARIMA
BertScore
BleuScore
CalibrationCurve
ClassifierPerformance
ClassifierThresholdOptimization
ClusterCosineSimilarity
ClusterPerformanceMetrics
ClusterSizeDistribution
CompletenessScore
ConfusionMatrix
ContextualRecall
CumulativePredictionProbabilities
DurbinWatsonTest
FeatureImportance
FeaturesAUC
FowlkesMallowsScore
GINITable
HomogeneityScore
HyperParametersTuning
KMeansClustersOptimization
KolmogorovSmirnov
Lilliefors
MeteorScore
MinimumAccuracy
MinimumF1Score
MinimumROCAUCScore
ModelMetadata
ModelParameters
ModelPredictionResiduals
ModelsPerformanceComparison
OverfitDiagnosis
PermutationFeatureImportance
PopulationStabilityIndex
PrecisionRecallCurve
PredictionProbabilitiesHistogram
ROCCurve
RegardScore
RegressionCoeffs
RegressionErrors
RegressionErrorsComparison
RegressionFeatureSignificance
RegressionModelForecastPlot
RegressionModelForecastPlotLevels
RegressionModelSensitivityPlot
RegressionModelSummary
RegressionPerformance
RegressionPermutationFeatureImportance
RegressionR2Square
RegressionR2SquareComparison
RegressionResidualsPlot
RobustnessDiagnosis
RougeScore
SHAPGlobalImportance
ScoreProbabilityAlignment
ScorecardHistogram
SilhouettePlot
TimeSeriesPredictionWithCI
TimeSeriesPredictionsPlot
TimeSeriesR2SquareBySegments
TokenDisparity
ToxicityScore
TrainingTestDegradation
VMeasure
WeakspotsDiagnosis
sklearn
statsmodels
statsutils
prompt_validation
Bias
Clarity
Conciseness
Delimitation
NegativeInstruction
Robustness
Specificity
ai_powered_test
unit_metrics
vm_models
validmind
.datasets
Example datasets that can be used with the ValidMind Library.
classification
credit_risk
nlp
regression
__version__
classification