SNN2.src package

Subpackages

• SNN2.src.actions package
  • Submodules
    • SNN2.src.actions.actionWrapper module
      • Action Wrapper Module
      • GenerateGrayTriplets()
      • GoodBadGraySeparation()
      • GoodBad_randomGray()
      • action_selector()
      • check_df_not_none()
      • durationSeparation()
      • featureMax()
      • featureMean()
      • featureMin()
      • featureStd()
      • generatePredictionTriplets()
      • generatePredictionTripletsReverse()
      • generateTriplets()
      • generateTripletsNG()
      • get_randomGray()
      • normalize()
      • normalizeMinMax()
      • print_data()
    • SNN2.src.actions.dataFrame module
      • MNIST_pack()
      • MNIST_unpack()
      • add_window_column()
      • compute_dayofweek()
      • compute_lag_features()
      • compute_roll_features()
      • df_none()
      • dropColumns()
      • dropNaN()
      • dropOutliers()
      • drop_anomalous()
      • drop_not_anomalous()
      • generateExpectationMatrix()
      • generateExpectationMatrixMNIST()
      • generateImgTriplets()
      • generateImgUnrelatedGroups()
      • generateTripletsMNIST()
      • generateUnrelatedGroupsMNIST()
      • group_standardize()
      • keepColumns()
      • load()
      • loadMNIST()
      • normalizeMNIST()
      • removeNaN()
      • remove_over_threshold()
      • reshapeMNIST()
      • rolling_feature()
      • toTfDatasetsMNIST()
      • trn_val_test_splitMNIST()
      • write()
    • SNN2.src.actions.embeddings module
      • Embeddings Actions Module
      • compute_centroids()
      • load_embeddings()
      • load_samples()
    • SNN2.src.actions.kaggleDst module
      • Kaggle Dataset Actions Module
      • apply_post_operations()
      • generateKaggleCategorical()
      • generateKaggleTriplets()
      • kaggleDataVsLabelSeparation()
      • kaggleShuffle()
      • kaggleTrnValTestSeparation()
    • SNN2.src.actions.separation module
      • Data Separation and Balancing Module
      • BalanceSeparationNG()
      • ConcatenateNG()
      • TrnValTstSeparation()
      • balancingConcatenateNG()
      • flag_windows()
      • windowDropOutliers()
      • window_to_group()
      • window_to_group_mvno()
      • windowsSeparation()
      • windowsSeparation_mvno()
      • windowsSeparation_vmaf()
    • SNN2.src.actions.windowing module
      • Windowing Actions Module
      • applyRequests()
      • flag_anomaly_windows()
      • listWindowing()
      • windowing()
  • Module contents
    • Actions Package
      • Modules
• SNN2.src.contextManagers package
  • Submodules
    • SNN2.src.contextManagers.contextManagers module
      • Context Managers Module
      • TimeitContext
      • get_realName()
      • timeit_cnt()
  • Module contents
• SNN2.src.core package
  • Subpackages
    • SNN2.src.core.data package
      • Subpackages
      • Submodules
      • Module contents
    • SNN2.src.core.gray package
      • Submodules
      • Module contents
  • Submodules
    • SNN2.src.core.experiment module
  • Module contents
• SNN2.src.decorators package
  • Submodules
    • SNN2.src.decorators.decorators module
      • ModelManager()
      • RLActionPolicies()
      • RLEnvExitFunction()
      • RLModelHandlerWrapper()
      • RLObservationPP()
      • RLObservationPP_cls()
      • RLPerfEval()
      • RLPerfEval_cls()
      • action()
      • c_logger()
      • ccb()
      • cclayer()
      • cembedding()
      • cflow()
      • clayer()
      • cmodel()
      • collector()
      • f_logger()
      • fitMethod()
      • get_realName()
      • interpolator()
      • loss()
      • loss_param()
      • metric()
      • plot()
      • reward()
      • reward_cls()
      • timeit()
      • train_enhancement()
  • Module contents
• SNN2.src.environment package
  • Submodules
    • SNN2.src.environment.conf module
      • Environment conf module
      • conf()
      • execute()
      • set_rngs()
  • Module contents
• SNN2.src.io package
  • Submodules
    • SNN2.src.io.IOHandler module
      • IO Module
      • IOHandler
    • SNN2.src.io.commandInterpolation module
      • Commands Interpolation Module
      • fn()
      • str_interpolate()
    • SNN2.src.io.configuration module
      • Configuration module
      • ConfHandler
    • SNN2.src.io.directories module
      • Directory module
      • DirectoryHandler
    • SNN2.src.io.files module
      • files module
      • FileHandler
    • SNN2.src.io.logger module
      • logger Module
      • LogHandler
    • SNN2.src.io.pickleHandler module
      • Pickle handler module
      • PickleHandler
    • SNN2.src.io.progressBar module
      • progress bar module
      • pb
    • SNN2.src.io.utils module
      • redirect module
      • redirect()
  • Module contents
• SNN2.src.model package
  • Subpackages
    • SNN2.src.model.RLActionPolicies package
      • Submodules
      • Module contents
    • SNN2.src.model.RLEnvExitFunctions package
      • Submodules
      • Module contents
    • SNN2.src.model.RLObservationPP package
      • Submodules
      • Module contents
    • SNN2.src.model.RLPerfEvaluation package
      • Submodules
      • Module contents
    • SNN2.src.model.callbacks package
      • Submodules
      • Module contents
    • SNN2.src.model.custom package
      • Submodules
      • Module contents
    • SNN2.src.model.embeddings package
      • Submodules
      • Module contents
    • SNN2.src.model.fit package
      • Submodules
      • Module contents
    • SNN2.src.model.history package
      • Submodules
      • Module contents
    • SNN2.src.model.layers package
      • Subpackages
      • Submodules
      • Module contents
    • SNN2.src.model.losses package
      • Submodules
      • Module contents
    • SNN2.src.model.managers package
      • Submodules
      • Module contents
    • SNN2.src.model.metrics package
      • Submodules
      • Module contents
    • SNN2.src.model.reinforcement package
      • Submodules
      • Module contents
    • SNN2.src.model.replayMemory package
      • Submodules
      • Module contents
    • SNN2.src.model.reward package
      • Submodules
      • Module contents
  • Submodules
    • SNN2.src.model.modelHandler module
      • class module
      • DefaultModelHandler
  • Module contents
• SNN2.src.params package
  • Submodules
    • SNN2.src.params.paramHandler module
    • SNN2.src.params.paramWrapper module
      • Param_selector()
      • RLActionPolicy()
      • RLEnvExitFunction()
      • RLObservationPP()
      • RLPerfEval()
      • action()
      • callback()
      • cls_wrapper()
      • embedding()
      • environment()
      • experiment()
      • fitMethod()
      • flow()
      • generic()
      • grayEvolution()
      • layer()
      • loss()
      • lossParam()
      • metric()
      • model()
      • numpyRng()
      • preprocessing()
      • reinforcementModel()
      • rewardFunction()
      • study()
    • SNN2.src.params.parameters module
      • class module
      • Callable_param
      • NumpyRng_param
      • TypeSpecific_param
  • Module contents
• SNN2.src.plot package
  • Submodules
    • SNN2.src.plot.plot_functions module
      • acf()
      • bar()
      • boxplot()
      • cat()
      • displot()
      • distplot()
      • draw_heatmap()
      • ecdf()
      • heatmap()
      • heatplot()
      • histplot()
      • joint()
      • kde()
      • line()
      • lineStack()
      • multiDimEvolution()
      • multiLineplot()
      • scatter()
      • violin()
    • SNN2.src.plot.plotter module
      • plotter module
      • plotter
    • SNN2.src.plot.study module
      • Transform
  • Module contents
• SNN2.src.util package
  • Submodules
    • SNN2.src.util.constants module
    • SNN2.src.util.dataManger module
      • DataManager
    • SNN2.src.util.helper module
      • chain_histories()
      • dst2tensor()
      • merge_histories()
    • SNN2.src.util.strings module
      • strings module
      • s
  • Module contents

Module contents

SNN2 Source Package

Core source code for the SNN2 framework.