Contents:
immuneML
immuneML.analysis
immuneML.analysis.AxisType
immuneML.analysis.criteria_matches
immuneML.analysis.criteria_matches.BooleanType
immuneML.analysis.criteria_matches.CriteriaMatcher
immuneML.analysis.criteria_matches.CriteriaTypeInstantiator
immuneML.analysis.criteria_matches.DataType
immuneML.analysis.criteria_matches.OperationType
immuneML.analysis.data_manipulation
immuneML.analysis.data_manipulation.DataReshaper
immuneML.analysis.data_manipulation.NormalizationType
immuneML.analysis.data_manipulation.ReductionMethod
immuneML.analysis.entropy_calculations
immuneML.analysis.entropy_calculations.EntropyCalculator
immuneML.analysis.SequenceMatcher
immuneML.analysis.similarities
immuneML.analysis.similarities.RepertoireSimilarityComputer
immuneML.analysis.similarities.SimilarityMeasureType
immuneML.api
immuneML.api.aggregated_runs
immuneML.api.aggregated_runs.MultiDatasetBenchmarkTool
immuneML.api.api_encoding
immuneML.api.galaxy
immuneML.api.galaxy.build_dataset_yaml
immuneML.api.galaxy.build_yaml_from_arguments
immuneML.api.galaxy.DatasetGenerationTool
immuneML.api.galaxy.DataSimulationTool
immuneML.api.galaxy.GalaxyMLApplicationTool
immuneML.api.galaxy.GalaxySimulationTool
immuneML.api.galaxy.GalaxyTool
immuneML.api.galaxy.GalaxyTrainMLModel
immuneML.api.galaxy.GalaxyYamlTool
immuneML.api.galaxy.RepertoireClassificationTool
immuneML.api.galaxy.Util
immuneML.app
immuneML.app.ImmuneMLApp
immuneML.caching
immuneML.caching.CacheHandler
immuneML.caching.CacheObjectType
immuneML.caching.CacheType
immuneML.data_model
immuneML.data_model.cell
immuneML.data_model.cell.Cell
immuneML.data_model.cell.CellList
immuneML.data_model.dataset
immuneML.data_model.dataset.Dataset
immuneML.data_model.dataset.ElementDataset
immuneML.data_model.dataset.ReceptorDataset
immuneML.data_model.dataset.RepertoireDataset
immuneML.data_model.dataset.SequenceDataset
immuneML.data_model.DatasetItem
immuneML.data_model.encoded_data
immuneML.data_model.encoded_data.EncodedData
immuneML.data_model.receptor
immuneML.data_model.receptor.BCKReceptor
immuneML.data_model.receptor.BCReceptor
immuneML.data_model.receptor.ChainPair
immuneML.data_model.receptor.ElementGenerator
immuneML.data_model.receptor.Receptor
immuneML.data_model.receptor.receptor_sequence
immuneML.data_model.receptor.receptor_sequence.Chain
immuneML.data_model.receptor.receptor_sequence.ReceptorSequence
immuneML.data_model.receptor.receptor_sequence.ReceptorSequenceList
immuneML.data_model.receptor.receptor_sequence.SequenceAnnotation
immuneML.data_model.receptor.receptor_sequence.SequenceFrameType
immuneML.data_model.receptor.receptor_sequence.SequenceMetadata
immuneML.data_model.receptor.ReceptorBuilder
immuneML.data_model.receptor.RegionType
immuneML.data_model.receptor.TCABReceptor
immuneML.data_model.receptor.TCGDReceptor
immuneML.data_model.repertoire
immuneML.data_model.repertoire.Repertoire
immuneML.dev_util
immuneML.dev_util.util
immuneML.dsl
immuneML.dsl.DefaultParamsLoader
immuneML.dsl.definition_parsers
immuneML.dsl.definition_parsers.DefinitionParser
immuneML.dsl.definition_parsers.DefinitionParserOutput
immuneML.dsl.definition_parsers.EncodingParser
immuneML.dsl.definition_parsers.MLParser
immuneML.dsl.definition_parsers.MotifParser
immuneML.dsl.definition_parsers.PreprocessingParser
immuneML.dsl.definition_parsers.ReportParser
immuneML.dsl.definition_parsers.SignalParser
immuneML.dsl.definition_parsers.SimulationParser
immuneML.dsl.ImmuneMLParser
immuneML.dsl.import_parsers
immuneML.dsl.import_parsers.ImportParser
immuneML.dsl.instruction_parsers
immuneML.dsl.instruction_parsers.DatasetExportParser
immuneML.dsl.instruction_parsers.ExploratoryAnalysisParser
immuneML.dsl.instruction_parsers.LabelHelper
immuneML.dsl.instruction_parsers.MLApplicationParser
immuneML.dsl.instruction_parsers.SimulationParser
immuneML.dsl.instruction_parsers.SubsamplingParser
immuneML.dsl.instruction_parsers.TrainMLModelParser
immuneML.dsl.InstructionParser
immuneML.dsl.ObjectParser
immuneML.dsl.OutputParser
immuneML.dsl.Parser
immuneML.dsl.semantic_model
immuneML.dsl.semantic_model.MLResult
immuneML.dsl.semantic_model.SemanticModel
immuneML.dsl.symbol_table
immuneML.dsl.symbol_table.SymbolTable
immuneML.dsl.symbol_table.SymbolTableEntry
immuneML.dsl.symbol_table.SymbolType
immuneML.encodings
immuneML.encodings.atchley_kmer_encoding
immuneML.encodings.atchley_kmer_encoding.AtchleyKmerEncoder
immuneML.encodings.atchley_kmer_encoding.RelativeAbundanceType
immuneML.encodings.atchley_kmer_encoding.Util
immuneML.encodings.DatasetEncoder
immuneML.encodings.deeprc
immuneML.encodings.deeprc.DeepRCEncoder
immuneML.encodings.distance_encoding
immuneML.encodings.distance_encoding.CompAIRRDistanceEncoder
immuneML.encodings.distance_encoding.DistanceEncoder
immuneML.encodings.distance_encoding.DistanceMetricType
immuneML.encodings.distance_encoding.TCRdistEncoder
immuneML.encodings.EncoderParams
immuneML.encodings.evenness_profile
immuneML.encodings.evenness_profile.EvennessProfileEncoder
immuneML.encodings.evenness_profile.EvennessProfileRepertoireEncoder
immuneML.encodings.filtered_sequence_encoding
immuneML.encodings.filtered_sequence_encoding.CompAIRRSequenceAbundanceEncoder
immuneML.encodings.filtered_sequence_encoding.SequenceAbundanceEncoder
immuneML.encodings.filtered_sequence_encoding.SequenceFilterHelper
immuneML.encodings.kmer_frequency
immuneML.encodings.kmer_frequency.KmerFreqReceptorEncoder
immuneML.encodings.kmer_frequency.KmerFreqRepertoireEncoder
immuneML.encodings.kmer_frequency.KmerFreqSequenceEncoder
immuneML.encodings.kmer_frequency.KmerFrequencyEncoder
immuneML.encodings.kmer_frequency.sequence_encoding
immuneML.encodings.kmer_frequency.sequence_encoding.GappedKmerSequenceEncoder
immuneML.encodings.kmer_frequency.sequence_encoding.IdentitySequenceEncoder
immuneML.encodings.kmer_frequency.sequence_encoding.IMGTGappedKmerEncoder
immuneML.encodings.kmer_frequency.sequence_encoding.IMGTKmerSequenceEncoder
immuneML.encodings.kmer_frequency.sequence_encoding.KmerSequenceEncoder
immuneML.encodings.kmer_frequency.sequence_encoding.SequenceEncodingStrategy
immuneML.encodings.kmer_frequency.sequence_encoding.SequenceEncodingType
immuneML.encodings.onehot
immuneML.encodings.onehot.OneHotEncoder
immuneML.encodings.onehot.OneHotReceptorEncoder
immuneML.encodings.onehot.OneHotRepertoireEncoder
immuneML.encodings.onehot.OneHotSequenceEncoder
immuneML.encodings.preprocessing
immuneML.encodings.preprocessing.FeatureScaler
immuneML.encodings.reference_encoding
immuneML.encodings.reference_encoding.MatchedReceptorsEncoder
immuneML.encodings.reference_encoding.MatchedReceptorsRepertoireEncoder
immuneML.encodings.reference_encoding.MatchedReferenceUtil
immuneML.encodings.reference_encoding.MatchedRegexEncoder
immuneML.encodings.reference_encoding.MatchedRegexRepertoireEncoder
immuneML.encodings.reference_encoding.MatchedSequencesEncoder
immuneML.encodings.reference_encoding.MatchedSequencesRepertoireEncoder
immuneML.encodings.reference_encoding.SequenceMatchingSummaryType
immuneML.encodings.word2vec
immuneML.encodings.word2vec.model_creator
immuneML.encodings.word2vec.model_creator.KmerPairModelCreator
immuneML.encodings.word2vec.model_creator.ModelCreatorStrategy
immuneML.encodings.word2vec.model_creator.ModelType
immuneML.encodings.word2vec.model_creator.SequenceModelCreator
immuneML.encodings.word2vec.W2VRepertoireEncoder
immuneML.encodings.word2vec.Word2VecEncoder
immuneML.environment
immuneML.environment.Constants
immuneML.environment.EnvironmentSettings
immuneML.environment.Label
immuneML.environment.LabelConfiguration
immuneML.environment.LabelType
immuneML.environment.SequenceType
immuneML.hyperparameter_optimization
immuneML.hyperparameter_optimization.config
immuneML.hyperparameter_optimization.config.LeaveOneOutConfig
immuneML.hyperparameter_optimization.config.ManualSplitConfig
immuneML.hyperparameter_optimization.config.ReportConfig
immuneML.hyperparameter_optimization.config.SplitConfig
immuneML.hyperparameter_optimization.config.SplitType
immuneML.hyperparameter_optimization.core
immuneML.hyperparameter_optimization.core.HPAssessment
immuneML.hyperparameter_optimization.core.HPSelection
immuneML.hyperparameter_optimization.core.HPUtil
immuneML.hyperparameter_optimization.HPSetting
immuneML.hyperparameter_optimization.HPSettingResult
immuneML.hyperparameter_optimization.states
immuneML.hyperparameter_optimization.states.HPAssessmentState
immuneML.hyperparameter_optimization.states.HPItem
immuneML.hyperparameter_optimization.states.HPLabelState
immuneML.hyperparameter_optimization.states.HPSelectionState
immuneML.hyperparameter_optimization.states.TrainMLModelState
immuneML.hyperparameter_optimization.strategy
immuneML.hyperparameter_optimization.strategy.GridSearch
immuneML.hyperparameter_optimization.strategy.HPOptimizationStrategy
immuneML.IO
immuneML.IO.dataset_export
immuneML.IO.dataset_export.AIRRExporter
immuneML.IO.dataset_export.DataExporter
immuneML.IO.dataset_export.ImmuneMLExporter
immuneML.IO.dataset_import
immuneML.IO.dataset_import.AIRRImport
immuneML.IO.dataset_import.DataImport
immuneML.IO.dataset_import.DatasetImportParams
immuneML.IO.dataset_import.GenericImport
immuneML.IO.dataset_import.IGoRImport
immuneML.IO.dataset_import.ImmuneMLImport
immuneML.IO.dataset_import.ImmunoSEQRearrangementImport
immuneML.IO.dataset_import.ImmunoSEQSampleImport
immuneML.IO.dataset_import.IReceptorImport
immuneML.IO.dataset_import.MiXCRImport
immuneML.IO.dataset_import.OLGAImport
immuneML.IO.dataset_import.RandomReceptorDatasetImport
immuneML.IO.dataset_import.RandomRepertoireDatasetImport
immuneML.IO.dataset_import.RandomSequenceDatasetImport
immuneML.IO.dataset_import.SingleLineReceptorImport
immuneML.IO.dataset_import.TenxGenomicsImport
immuneML.IO.dataset_import.VDJdbImport
immuneML.IO.ml_method
immuneML.IO.ml_method.MLExporter
immuneML.IO.ml_method.MLImport
immuneML.IO.ml_method.MLMethodConfiguration
immuneML.IO.ml_method.UtilIO
immuneML.ml_methods
immuneML.ml_methods.AtchleyKmerMILClassifier
immuneML.ml_methods.DeepRC
immuneML.ml_methods.KNN
immuneML.ml_methods.LogisticRegression
immuneML.ml_methods.MLMethod
immuneML.ml_methods.PrecomputedKNN
immuneML.ml_methods.ProbabilisticBinaryClassifier
immuneML.ml_methods.pytorch_implementations
immuneML.ml_methods.pytorch_implementations.PyTorchLogisticRegression
immuneML.ml_methods.pytorch_implementations.PyTorchReceptorCNN
immuneML.ml_methods.RandomForestClassifier
immuneML.ml_methods.ReceptorCNN
immuneML.ml_methods.SklearnMethod
immuneML.ml_methods.SVC
immuneML.ml_methods.SVM
immuneML.ml_methods.TCRdistClassifier
immuneML.ml_methods.util
immuneML.ml_methods.util.Util
immuneML.ml_metrics
immuneML.ml_metrics.Metric
immuneML.ml_metrics.ml_metrics
immuneML.pairwise_repertoire_comparison
immuneML.pairwise_repertoire_comparison.ComparisonData
immuneML.pairwise_repertoire_comparison.ComparisonDataBatch
immuneML.pairwise_repertoire_comparison.PairwiseRepertoireComparison
immuneML.preprocessing
immuneML.preprocessing.filters
immuneML.preprocessing.filters.ChainRepertoireFilter
immuneML.preprocessing.filters.ClonesPerRepertoireFilter
immuneML.preprocessing.filters.CountAggregationFunction
immuneML.preprocessing.filters.CountPerSequenceFilter
immuneML.preprocessing.filters.DuplicateSequenceFilter
immuneML.preprocessing.filters.Filter
immuneML.preprocessing.filters.MetadataRepertoireFilter
immuneML.preprocessing.Preprocessor
immuneML.preprocessing.SubjectRepertoireCollector
immuneML.presentation
immuneML.presentation.html
immuneML.presentation.html.DatasetExportHTMLBuilder
immuneML.presentation.html.ExploratoryAnalysisHTMLBuilder
immuneML.presentation.html.HPHTMLBuilder
immuneML.presentation.html.HTMLBuilder
immuneML.presentation.html.MLApplicationHTMLBuilder
immuneML.presentation.html.MultiDatasetBenchmarkHTMLBuilder
immuneML.presentation.html.SimulationHTMLBuilder
immuneML.presentation.html.SubsamplingHTMLBuilder
immuneML.presentation.html.Util
immuneML.presentation.InstructionPresentation
immuneML.presentation.PresentationFactory
immuneML.presentation.PresentationFormat
immuneML.presentation.TemplateParser
immuneML.reports
immuneML.reports.data_reports
immuneML.reports.data_reports.CytoscapeNetworkExporter
immuneML.reports.data_reports.DataReport
immuneML.reports.data_reports.GLIPH2Exporter
immuneML.reports.data_reports.ReceptorDatasetOverview
immuneML.reports.data_reports.SequenceLengthDistribution
immuneML.reports.data_reports.SimpleDatasetOverview
immuneML.reports.encoding_reports
immuneML.reports.encoding_reports.DesignMatrixExporter
immuneML.reports.encoding_reports.EncodingReport
immuneML.reports.encoding_reports.FeatureComparison
immuneML.reports.encoding_reports.FeatureDistribution
immuneML.reports.encoding_reports.FeatureReport
immuneML.reports.encoding_reports.FeatureValueBarplot
immuneML.reports.encoding_reports.Matches
immuneML.reports.encoding_reports.RelevantSequenceExporter
immuneML.reports.ml_reports
immuneML.reports.ml_reports.CoefficientPlottingSetting
immuneML.reports.ml_reports.CoefficientPlottingSettingList
immuneML.reports.ml_reports.Coefficients
immuneML.reports.ml_reports.ConfounderAnalysis
immuneML.reports.ml_reports.DeepRCMotifDiscovery
immuneML.reports.ml_reports.KernelSequenceLogo
immuneML.reports.ml_reports.MLReport
immuneML.reports.ml_reports.MotifSeedRecovery
immuneML.reports.ml_reports.ROCCurve
immuneML.reports.ml_reports.SequenceAssociationLikelihood
immuneML.reports.ml_reports.TCRdistMotifDiscovery
immuneML.reports.ml_reports.TrainingPerformance
immuneML.reports.multi_dataset_reports
immuneML.reports.multi_dataset_reports.DiseaseAssociatedSequenceOverlap
immuneML.reports.multi_dataset_reports.MultiDatasetReport
immuneML.reports.multi_dataset_reports.PerformanceOverview
immuneML.reports.PlotlyUtil
immuneML.reports.Report
immuneML.reports.ReportOutput
immuneML.reports.ReportResult
immuneML.reports.ReportUtil
immuneML.reports.train_ml_model_reports
immuneML.reports.train_ml_model_reports.CVFeaturePerformance
immuneML.reports.train_ml_model_reports.DiseaseAssociatedSequenceCVOverlap
immuneML.reports.train_ml_model_reports.MLSettingsPerformance
immuneML.reports.train_ml_model_reports.MLSubseqPerformance
immuneML.reports.train_ml_model_reports.ReferenceSequenceOverlap
immuneML.reports.train_ml_model_reports.ROCCurveSummary
immuneML.reports.train_ml_model_reports.TrainMLModelReport
immuneML.simulation
immuneML.simulation.dataset_generation
immuneML.simulation.dataset_generation.RandomDatasetGenerator
immuneML.simulation.Implanting
immuneML.simulation.implants
immuneML.simulation.implants.ImplantAnnotation
immuneML.simulation.implants.Motif
immuneML.simulation.implants.MotifInstance
immuneML.simulation.implants.Signal
immuneML.simulation.motif_instantiation_strategy
immuneML.simulation.motif_instantiation_strategy.GappedKmerInstantiation
immuneML.simulation.motif_instantiation_strategy.MotifInstantiationStrategy
immuneML.simulation.sequence_implanting
immuneML.simulation.sequence_implanting.GappedMotifImplanting
immuneML.simulation.sequence_implanting.SequenceImplantingStrategy
immuneML.simulation.signal_implanting_strategy
immuneML.simulation.signal_implanting_strategy.FullSequenceImplanting
immuneML.simulation.signal_implanting_strategy.HealthySequenceImplanting
immuneML.simulation.signal_implanting_strategy.ImplantingComputation
immuneML.simulation.signal_implanting_strategy.ReceptorImplanting
immuneML.simulation.signal_implanting_strategy.SignalImplantingStrategy
immuneML.simulation.Simulation
immuneML.simulation.SimulationState
immuneML.util
immuneML.util.AdaptiveImportHelper
immuneML.util.CompAIRRHelper
immuneML.util.CompAIRRParams
immuneML.util.DistanceMetrics
immuneML.util.DocEnumHelper
immuneML.util.EncoderHelper
immuneML.util.FilenameHandler
immuneML.util.ImportHelper
immuneML.util.KmerHelper
immuneML.util.Logger
immuneML.util.NameBuilder
immuneML.util.NumpyHelper
immuneML.util.ParameterValidator
immuneML.util.PathBuilder
immuneML.util.PositionHelper
immuneML.util.ReflectionHandler
immuneML.util.RepertoireBuilder
immuneML.util.SequenceAnalysisHelper
immuneML.util.StringHelper
immuneML.util.TCRdistHelper
immuneML.workflows
immuneML.workflows.instructions
immuneML.workflows.instructions.dataset_generation
immuneML.workflows.instructions.dataset_generation.DatasetExportInstruction
immuneML.workflows.instructions.dataset_generation.DatasetExportState
immuneML.workflows.instructions.exploratory_analysis
immuneML.workflows.instructions.exploratory_analysis.ExploratoryAnalysisInstruction
immuneML.workflows.instructions.exploratory_analysis.ExploratoryAnalysisState
immuneML.workflows.instructions.exploratory_analysis.ExploratoryAnalysisUnit
immuneML.workflows.instructions.Instruction
immuneML.workflows.instructions.ml_model_application
immuneML.workflows.instructions.ml_model_application.MLApplicationInstruction
immuneML.workflows.instructions.ml_model_application.MLApplicationState
immuneML.workflows.instructions.MLProcess
immuneML.workflows.instructions.quickstart
immuneML.workflows.instructions.SimulationInstruction
immuneML.workflows.instructions.subsampling
immuneML.workflows.instructions.subsampling.SubsamplingInstruction
immuneML.workflows.instructions.subsampling.SubsamplingState
immuneML.workflows.instructions.TrainMLModelInstruction
immuneML.workflows.steps
immuneML.workflows.steps.data_splitter
immuneML.workflows.steps.data_splitter.DataSplitter
immuneML.workflows.steps.data_splitter.DataSplitterParams
immuneML.workflows.steps.data_splitter.LeaveOneOutSplitter
immuneML.workflows.steps.data_splitter.ManualSplitter
immuneML.workflows.steps.data_splitter.Util
immuneML.workflows.steps.DataEncoder
immuneML.workflows.steps.DataEncoderParams
immuneML.workflows.steps.MLMethodAssessment
immuneML.workflows.steps.MLMethodAssessmentParams
immuneML.workflows.steps.MLMethodTrainer
immuneML.workflows.steps.MLMethodTrainerParams
immuneML.workflows.steps.SignalImplanter
immuneML.workflows.steps.Step
immuneML.workflows.steps.StepParams