Steps
Available Steps
The page provides links to the description of every available step in INNFER.
PreProcessing
- MakeBenchmark
- LoadData
- PreProcess
- ResampleValidationForData
- DataCategories
- InputPlotTraining
- InputPlotValidation
Training and Validating Individual Models
- TrainDensity
- EvaluateDensity
- PlotDensity
- TrainRegression
- EvaluateRegression
- PlotRegression
- TrainClassifier
- EvaluateClassifier
- PlotClassifier
- Flow
- HyperparameterScan
- HyperparameterScanCollect
- BayesianHyperparameterTuning
- DensityPerformanceMetrics
- EpochPerformanceMetricsPlot
Combined Validation and Statistical Inference
- MakeAsimov
- PValueSimVsSynth
- PValueSynthVsSynth
- PValueSynthVsSynthCollect
- PValueDatasetComparisonPlot
- Generator
- GeneratorSummary
- LikelihoodDebug
- InitialFit
- ApproximateUncertainty
- Hessian
- HessianParallel
- HessianCollect
- HessianNumerical
- Covariance
- DMatrix
- CovarianceWithDMatrix
- ScanPointsFromApproximate
- ScanPointsFromHessian
- Scan
- ScanCollect
- ScanPlot
- MakePostFitAsimov
- PostFitPlot
- SummaryChiSquared
- SummaryAllButOneCollect
- Summary
- SummaryPerVal
Other
Next: Configuration File.