rail.estimation.algos namespace

rail.estimation.algos

• rail.estimation.algos.gaussian_pz module
  • GaussianPzEstimator
    • GaussianPzEstimator.entrypoint_function
    • GaussianPzEstimator.interactive_function
    • GaussianPzEstimator.name
  • GaussianPzInformer
    • GaussianPzInformer.entrypoint_function
    • GaussianPzInformer.interactive_function
    • GaussianPzInformer.name
• rail.estimation.algos.flexzboost module
  • FlexZBoostEstimator
    • FlexZBoostEstimator.__init__()
    • FlexZBoostEstimator.entrypoint_function
    • FlexZBoostEstimator.interactive_function
    • FlexZBoostEstimator.name
  • FlexZBoostInformer
    • FlexZBoostInformer.__init__()
    • FlexZBoostInformer.divide_array()
    • FlexZBoostInformer.entrypoint_function
    • FlexZBoostInformer.interactive_function
    • FlexZBoostInformer.name
    • FlexZBoostInformer.run()
    • FlexZBoostInformer.split_data()
  • make_color_data()
• rail.estimation.algos.somoclu_som module
  • SOMocluInformer
    • SOMocluInformer.__init__()
    • SOMocluInformer.entrypoint_function
    • SOMocluInformer.interactive_function
    • SOMocluInformer.name
    • SOMocluInformer.run()
  • SOMocluSummarizer
    • SOMocluSummarizer.__init__()
    • SOMocluSummarizer.entrypoint_function
    • SOMocluSummarizer.get_som_coordinates()
    • SOMocluSummarizer.interactive_function
    • SOMocluSummarizer.name
    • SOMocluSummarizer.outputs
    • SOMocluSummarizer.replace_non_detections()
    • SOMocluSummarizer.run()
    • SOMocluSummarizer.set_weight_column()
  • get_bmus()
  • plot_som()
• rail.estimation.algos.equal_count module
  • EqualCountClassifier
    • EqualCountClassifier.entrypoint_function
    • EqualCountClassifier.interactive_function
    • EqualCountClassifier.name
    • EqualCountClassifier.outputs
    • EqualCountClassifier.run()
• rail.estimation.algos.lephare module
  • LephareEstimator
    • LephareEstimator.__init__()
    • LephareEstimator.entrypoint_function
    • LephareEstimator.interactive_function
    • LephareEstimator.name
    • LephareEstimator.open_model()
  • LephareInformer
    • LephareInformer.__init__()
    • LephareInformer.entrypoint_function
    • LephareInformer.interactive_function
    • LephareInformer.name
    • LephareInformer.run()
    • LephareInformer.validate()
• rail.estimation.algos.point_est_hist module
  • PointEstHistInformer
    • PointEstHistInformer.entrypoint_function
    • PointEstHistInformer.interactive_function
    • PointEstHistInformer.name
  • PointEstHistMaskedSummarizer
    • PointEstHistMaskedSummarizer.entrypoint_function
    • PointEstHistMaskedSummarizer.inputs
    • PointEstHistMaskedSummarizer.interactive_function
    • PointEstHistMaskedSummarizer.name
    • PointEstHistMaskedSummarizer.outputs
    • PointEstHistMaskedSummarizer.summarize()
  • PointEstHistSummarizer
    • PointEstHistSummarizer.__init__()
    • PointEstHistSummarizer.entrypoint_function
    • PointEstHistSummarizer.inputs
    • PointEstHistSummarizer.interactive_function
    • PointEstHistSummarizer.name
    • PointEstHistSummarizer.outputs
    • PointEstHistSummarizer.run()
• rail.estimation.algos.train_z module
  • TrainZEstimator
    • TrainZEstimator.__init__()
    • TrainZEstimator.entrypoint_function
    • TrainZEstimator.interactive_function
    • TrainZEstimator.name
    • TrainZEstimator.open_model()
  • TrainZInformer
    • TrainZInformer.entrypoint_function
    • TrainZInformer.interactive_function
    • TrainZInformer.name
    • TrainZInformer.run()
    • TrainZInformer.validate()
  • trainZmodel
    • trainZmodel.__init__()
• rail.estimation.algos.pzflow_nf module
  • PZFlowEstimator
    • PZFlowEstimator.__init__()
    • PZFlowEstimator.entrypoint_function
    • PZFlowEstimator.inputs
    • PZFlowEstimator.interactive_function
    • PZFlowEstimator.name
  • PZFlowInformer
    • PZFlowInformer.__init__()
    • PZFlowInformer.entrypoint_function
    • PZFlowInformer.interactive_function
    • PZFlowInformer.name
    • PZFlowInformer.outputs
    • PZFlowInformer.run()
  • computemeanstd()
• rail.estimation.algos.cc_yaw module
  • YawAutoCorrelate
    • YawAutoCorrelate.algo_parameters
    • YawAutoCorrelate.correlate()
    • YawAutoCorrelate.entrypoint_function
    • YawAutoCorrelate.inputs
    • YawAutoCorrelate.interactive_function
    • YawAutoCorrelate.name
    • YawAutoCorrelate.outputs
    • YawAutoCorrelate.run()
  • YawCacheCreate
    • YawCacheCreate.algo_parameters
    • YawCacheCreate.create()
    • YawCacheCreate.entrypoint_function
    • YawCacheCreate.inputs
    • YawCacheCreate.interactive_function
    • YawCacheCreate.name
    • YawCacheCreate.outputs
    • YawCacheCreate.run()
  • YawCrossCorrelate
    • YawCrossCorrelate.algo_parameters
    • YawCrossCorrelate.correlate()
    • YawCrossCorrelate.entrypoint_function
    • YawCrossCorrelate.inputs
    • YawCrossCorrelate.interactive_function
    • YawCrossCorrelate.name
    • YawCrossCorrelate.outputs
    • YawCrossCorrelate.run()
  • YawSummarize
    • YawSummarize.algo_parameters
    • YawSummarize.entrypoint_function
    • YawSummarize.inputs
    • YawSummarize.interactive_function
    • YawSummarize.name
    • YawSummarize.outputs
    • YawSummarize.run()
    • YawSummarize.summarize()
  • create_yaw_cache_alias()
• rail.estimation.algos.dnf module
  • DNFEstimator
    • DNFEstimator.__init__()
    • DNFEstimator.entrypoint_function
    • DNFEstimator.interactive_function
    • DNFEstimator.name
    • DNFEstimator.open_model()
  • DNFInformer
    • DNFInformer.__init__()
    • DNFInformer.entrypoint_function
    • DNFInformer.interactive_function
    • DNFInformer.name
    • DNFInformer.run()
  • compute_angular_distance()
  • compute_directional_distance()
  • compute_euclidean_distance()
  • compute_pdfs()
  • compute_pdfs_fit()
  • compute_photoz_fit()
  • compute_photoz_mean_routliers()
  • dnf_photometric_redshift()
  • manage_nan()
  • metric_computation()
  • preselection()
  • validate_columns()
• rail.estimation.algos.random_forest module
  • RandomForestClassifier
    • RandomForestClassifier.entrypoint_function
    • RandomForestClassifier.interactive_function
    • RandomForestClassifier.name
    • RandomForestClassifier.open_model()
    • RandomForestClassifier.outputs
    • RandomForestClassifier.run()
  • RandomForestInformer
    • RandomForestInformer.entrypoint_function
    • RandomForestInformer.interactive_function
    • RandomForestInformer.name
    • RandomForestInformer.outputs
    • RandomForestInformer.run()
  • randomForestmodel
    • randomForestmodel.__init__()
• rail.estimation.algos.bpz_lite module
  • BPZliteEstimator
    • BPZliteEstimator.__init__()
    • BPZliteEstimator.entrypoint_function
    • BPZliteEstimator.interactive_function
    • BPZliteEstimator.name
    • BPZliteEstimator.open_model()
  • BPZliteInformer
    • BPZliteInformer.__init__()
    • BPZliteInformer.entrypoint_function
    • BPZliteInformer.interactive_function
    • BPZliteInformer.name
    • BPZliteInformer.run()
  • nzfunc()
• rail.estimation.algos.var_inf module
  • VarInfStackInformer
    • VarInfStackInformer.entrypoint_function
    • VarInfStackInformer.interactive_function
    • VarInfStackInformer.name
  • VarInfStackSummarizer
    • VarInfStackSummarizer.__init__()
    • VarInfStackSummarizer.entrypoint_function
    • VarInfStackSummarizer.inputs
    • VarInfStackSummarizer.interactive_function
    • VarInfStackSummarizer.name
    • VarInfStackSummarizer.outputs
    • VarInfStackSummarizer.run()
    • VarInfStackSummarizer.summarize()
• rail.estimation.algos.minisom_som module
  • MiniSOMInformer
    • MiniSOMInformer.__init__()
    • MiniSOMInformer.entrypoint_function
    • MiniSOMInformer.interactive_function
    • MiniSOMInformer.name
    • MiniSOMInformer.run()
  • MiniSOMSummarizer
    • MiniSOMSummarizer.__init__()
    • MiniSOMSummarizer.entrypoint_function
    • MiniSOMSummarizer.interactive_function
    • MiniSOMSummarizer.name
    • MiniSOMSummarizer.outputs
    • MiniSOMSummarizer.run()
• rail.estimation.algos.nz_dir module
  • NZDirInformer
    • NZDirInformer.bands
    • NZDirInformer.default_usecols
    • NZDirInformer.entrypoint_function
    • NZDirInformer.interactive_function
    • NZDirInformer.name
    • NZDirInformer.run()
  • NZDirSummarizer
    • NZDirSummarizer.__init__()
    • NZDirSummarizer.bands
    • NZDirSummarizer.default_usecols
    • NZDirSummarizer.entrypoint_function
    • NZDirSummarizer.initialize_handle()
    • NZDirSummarizer.interactive_function
    • NZDirSummarizer.join_histograms()
    • NZDirSummarizer.name
    • NZDirSummarizer.open_model()
    • NZDirSummarizer.outputs
    • NZDirSummarizer.run()
• rail.estimation.algos.true_nz module
  • TrueNZHistogrammer
    • TrueNZHistogrammer.__init__()
    • TrueNZHistogrammer.entrypoint_function
    • TrueNZHistogrammer.histogram()
    • TrueNZHistogrammer.inputs
    • TrueNZHistogrammer.interactive_function
    • TrueNZHistogrammer.name
    • TrueNZHistogrammer.outputs
    • TrueNZHistogrammer.run()
• rail.estimation.algos.gpz module
  • GPzEstimator
    • GPzEstimator.__init__()
    • GPzEstimator.entrypoint_function
    • GPzEstimator.interactive_function
    • GPzEstimator.name
  • GPzInformer
    • GPzInformer.__init__()
    • GPzInformer.entrypoint_function
    • GPzInformer.interactive_function
    • GPzInformer.name
    • GPzInformer.run()
• rail.estimation.algos.sklearn_neurnet module
  • SklNeurNetEstimator
    • SklNeurNetEstimator.__init__()
    • SklNeurNetEstimator.entrypoint_function
    • SklNeurNetEstimator.interactive_function
    • SklNeurNetEstimator.name
  • SklNeurNetInformer
    • SklNeurNetInformer.__init__()
    • SklNeurNetInformer.entrypoint_function
    • SklNeurNetInformer.interactive_function
    • SklNeurNetInformer.name
    • SklNeurNetInformer.run()
  • make_color_data()
  • regularize_data()
• rail.estimation.algos.k_nearneigh module
  • KNearNeighEstimator
    • KNearNeighEstimator.__init__()
    • KNearNeighEstimator.entrypoint_function
    • KNearNeighEstimator.interactive_function
    • KNearNeighEstimator.name
    • KNearNeighEstimator.open_model()
  • KNearNeighInformer
    • KNearNeighInformer.__init__()
    • KNearNeighInformer.entrypoint_function
    • KNearNeighInformer.interactive_function
    • KNearNeighInformer.name
    • KNearNeighInformer.run()
• rail.estimation.algos.uniform_binning module
  • UniformBinningClassifier
    • UniformBinningClassifier.entrypoint_function
    • UniformBinningClassifier.interactive_function
    • UniformBinningClassifier.name
    • UniformBinningClassifier.outputs
• rail.estimation.algos.naive_stack module
  • NaiveStackInformer
    • NaiveStackInformer.entrypoint_function
    • NaiveStackInformer.interactive_function
    • NaiveStackInformer.name
  • NaiveStackMaskedSummarizer
    • NaiveStackMaskedSummarizer.entrypoint_function
    • NaiveStackMaskedSummarizer.inputs
    • NaiveStackMaskedSummarizer.interactive_function
    • NaiveStackMaskedSummarizer.name
    • NaiveStackMaskedSummarizer.outputs
    • NaiveStackMaskedSummarizer.summarize()
  • NaiveStackSummarizer
    • NaiveStackSummarizer.__init__()
    • NaiveStackSummarizer.entrypoint_function
    • NaiveStackSummarizer.inputs
    • NaiveStackSummarizer.interactive_function
    • NaiveStackSummarizer.name
    • NaiveStackSummarizer.outputs
    • NaiveStackSummarizer.run()
    • NaiveStackSummarizer.summarize()
• rail.estimation.algos.cmnn module
  • CMNNEstimator
    • CMNNEstimator.__init__()
    • CMNNEstimator.entrypoint_function
    • CMNNEstimator.interactive_function
    • CMNNEstimator.name
    • CMNNEstimator.open_model()
  • CMNNInformer
    • CMNNInformer.__init__()
    • CMNNInformer.entrypoint_function
    • CMNNInformer.interactive_function
    • CMNNInformer.name
    • CMNNInformer.run()
• rail.estimation.algos.random_gauss module
  • RandomGaussEstimator
    • RandomGaussEstimator.__init__()
    • RandomGaussEstimator.entrypoint_function
    • RandomGaussEstimator.inputs
    • RandomGaussEstimator.interactive_function
    • RandomGaussEstimator.name
    • RandomGaussEstimator.validate()
  • RandomGaussInformer
    • RandomGaussInformer.entrypoint_function
    • RandomGaussInformer.interactive_function
    • RandomGaussInformer.name
    • RandomGaussInformer.run()