Index

_

__add__() (elphick.mass_composition.mass_composition.MassComposition method) __init__() (elphick.mass_composition.datasets.downloader.Downloader method) (elphick.mass_composition.flowsheet.Flowsheet method) (elphick.mass_composition.mass_composition.MassComposition method) (elphick.mass_composition.mc_node.MCNode method) (elphick.mass_composition.mc_node.NodeType method) (elphick.mass_composition.mc_xarray.CompositionContext method) (elphick.mass_composition.mc_xarray.MassCompositionAccessor method) (elphick.mass_composition.stream.Stream method) (elphick.mass_composition.utils.parallel.TqdmParallel method) (elphick.mass_composition.utils.sklearn.PandasPipeline method)

A

add() (elphick.mass_composition.mass_composition.MassComposition method) (elphick.mass_composition.mc_node.MCNode method) (elphick.mass_composition.mc_xarray.MassCompositionAccessor method) (elphick.mass_composition.stream.Stream method)

aggregate() (elphick.mass_composition.mass_composition.MassComposition method) (elphick.mass_composition.mc_xarray.MassCompositionAccessor method) amenability_index() (in module elphick.mass_composition.utils.amenability) area_trapezoid() (in module elphick.mass_composition.utils.amenability)

B

binned_mass_composition() (elphick.mass_composition.mass_composition.MassComposition method)

C

calculate_partition() (elphick.mass_composition.mass_composition.MassComposition method) (in module elphick.mass_composition.utils.pd_utils) calculate_recovery() (in module elphick.mass_composition.utils.pd_utils) check_hash() (in module elphick.mass_composition.utils.hash_utils) column_prefix_counts() (in module elphick.mass_composition.utils.pd_utils) column_prefixes() (in module elphick.mass_composition.utils.pd_utils)

composition composition_to_mass() (elphick.mass_composition.mc_xarray.MassCompositionAccessor method) (in module elphick.mass_composition.utils.pd_utils) CompositionContext (class in elphick.mass_composition.mc_xarray) constrain() (elphick.mass_composition.mass_composition.MassComposition method) create_mass_composition() (in module elphick.mass_composition.utils.loader) cumulate() (elphick.mass_composition.mc_xarray.MassCompositionAccessor method)

D

demo_size_network() (in module elphick.mass_composition.datasets.sample_data) dh_intervals() (in module elphick.mass_composition.datasets.sample_data)

div() (elphick.mass_composition.mass_composition.MassComposition method) (elphick.mass_composition.mc_xarray.MassCompositionAccessor method) Downloader (class in elphick.mass_composition.datasets.downloader)

E

elements() (in module elphick.mass_composition.utils.components) elphick.mass_composition module elphick.mass_composition.datasets module elphick.mass_composition.datasets.datasets module elphick.mass_composition.datasets.downloader module elphick.mass_composition.datasets.sample_data module elphick.mass_composition.flowsheet module elphick.mass_composition.mass_composition module elphick.mass_composition.mc_node module elphick.mass_composition.mc_xarray module elphick.mass_composition.stream module elphick.mass_composition.utils module elphick.mass_composition.utils.amenability module elphick.mass_composition.utils.components module

elphick.mass_composition.utils.geometry module elphick.mass_composition.utils.hash_utils module elphick.mass_composition.utils.interp module elphick.mass_composition.utils.loader module elphick.mass_composition.utils.moisture module elphick.mass_composition.utils.parallel module elphick.mass_composition.utils.partition module elphick.mass_composition.utils.pd_utils module elphick.mass_composition.utils.sampling module elphick.mass_composition.utils.size module elphick.mass_composition.utils.size_distribution module elphick.mass_composition.utils.sklearn module elphick.mass_composition.utils.viz module extract_feature_names() (in module elphick.mass_composition.utils.sklearn)

F

fit() (elphick.mass_composition.utils.sklearn.PandasPipeline method) Flowsheet (class in elphick.mass_composition.flowsheet) from_dag() (elphick.mass_composition.flowsheet.Flowsheet class method)

from_dataframe() (elphick.mass_composition.flowsheet.Flowsheet class method) from_streams() (elphick.mass_composition.flowsheet.Flowsheet class method) from_yaml() (elphick.mass_composition.flowsheet.Flowsheet class method)

G

gaudin_schuhmann() (in module elphick.mass_composition.utils.size_distribution) get_column_formats() (elphick.mass_composition.flowsheet.Flowsheet method) get_edge_by_name() (elphick.mass_composition.flowsheet.Flowsheet method)

get_feature_names_out() (elphick.mass_composition.utils.sklearn.PandasPipeline method) get_input_streams() (elphick.mass_composition.flowsheet.Flowsheet method) get_output_streams() (elphick.mass_composition.flowsheet.Flowsheet method) get_stream_names() (elphick.mass_composition.flowsheet.Flowsheet method)

I

ideal_incremental_composition() (elphick.mass_composition.mass_composition.MassComposition method) ideal_incremental_recovery() (elphick.mass_composition.mass_composition.MassComposition method) ideal_incremental_separation() (elphick.mass_composition.mass_composition.MassComposition method) imbalance_report() (elphick.mass_composition.mc_node.MCNode method) interp_monotonic() (in module elphick.mass_composition.utils.interp)

iron_ore_met_sample_data() (in module elphick.mass_composition.datasets.sample_data) iron_ore_sample_data() (in module elphick.mass_composition.datasets.sample_data) is_compositional() (in module elphick.mass_composition.utils.components) is_element() (in module elphick.mass_composition.utils.components) is_oxide() (in module elphick.mass_composition.utils.components)

L

load_a072391_assay() (in module elphick.mass_composition.datasets.datasets) load_a072391_collars() (in module elphick.mass_composition.datasets.datasets) load_a072391_geo() (in module elphick.mass_composition.datasets.datasets) load_a072391_met() (in module elphick.mass_composition.datasets.datasets) load_a072391_wireline() (in module elphick.mass_composition.datasets.datasets) load_data() (elphick.mass_composition.datasets.downloader.Downloader method)

load_demo_data() (in module elphick.mass_composition.datasets.datasets) load_iron_ore_sample_a072391() (in module elphick.mass_composition.datasets.datasets) load_iron_ore_sample_xyz_a072391() (in module elphick.mass_composition.datasets.datasets) load_nordic_iron_ore_sink_float() (in module elphick.mass_composition.datasets.datasets) load_size_by_assay() (in module elphick.mass_composition.datasets.datasets) load_size_distribution() (in module elphick.mass_composition.datasets.datasets) lynch() (in module elphick.mass_composition.utils.size_distribution)

M

mass mass_preserving_interp() (in module elphick.mass_composition.utils.interp) mass_to_composition() (elphick.mass_composition.mc_xarray.MassCompositionAccessor method) (in module elphick.mass_composition.utils.pd_utils) MassComposition (class in elphick.mass_composition.mass_composition) MassCompositionAccessor (class in elphick.mass_composition.mc_xarray) mc_aggregate() (in module elphick.mass_composition.mc_xarray) MCNode (class in elphick.mass_composition.mc_node) mean_size() (in module elphick.mass_composition.utils.size) midpoint() (in module elphick.mass_composition.utils.geometry) modified_rosin_rammler() (in module elphick.mass_composition.utils.size_distribution) module elphick.mass_composition elphick.mass_composition.datasets elphick.mass_composition.datasets.datasets elphick.mass_composition.datasets.downloader elphick.mass_composition.datasets.sample_data elphick.mass_composition.flowsheet elphick.mass_composition.mass_composition elphick.mass_composition.mc_node elphick.mass_composition.mc_xarray elphick.mass_composition.stream elphick.mass_composition.utils elphick.mass_composition.utils.amenability elphick.mass_composition.utils.components elphick.mass_composition.utils.geometry elphick.mass_composition.utils.hash_utils elphick.mass_composition.utils.interp elphick.mass_composition.utils.loader elphick.mass_composition.utils.moisture elphick.mass_composition.utils.parallel elphick.mass_composition.utils.partition elphick.mass_composition.utils.pd_utils elphick.mass_composition.utils.sampling elphick.mass_composition.utils.size elphick.mass_composition.utils.size_distribution elphick.mass_composition.utils.sklearn elphick.mass_composition.utils.viz

mul() (elphick.mass_composition.mc_xarray.MassCompositionAccessor method)

N

napier_munn() (in module elphick.mass_composition.utils.partition)

nodes_to_dict() (elphick.mass_composition.flowsheet.Flowsheet method) NodeType (class in elphick.mass_composition.mc_node)

O

oxides() (in module elphick.mass_composition.utils.components)

P

pairwise() (in module elphick.mass_composition.utils.amenability) PandasPipeline (class in elphick.mass_composition.utils.sklearn) perfect() (in module elphick.mass_composition.utils.partition) plot() (elphick.mass_composition.flowsheet.Flowsheet method) plot_amenability() (elphick.mass_composition.mass_composition.MassComposition method) plot_balance() (elphick.mass_composition.flowsheet.Flowsheet method) plot_bins() (elphick.mass_composition.mass_composition.MassComposition method) plot_comparison() (elphick.mass_composition.mass_composition.MassComposition method) plot_grade_recovery() (elphick.mass_composition.mass_composition.MassComposition method)

plot_intervals() (elphick.mass_composition.mass_composition.MassComposition method) plot_network() (elphick.mass_composition.flowsheet.Flowsheet method) plot_parallel() (elphick.mass_composition.flowsheet.Flowsheet method) (elphick.mass_composition.mass_composition.MassComposition method) (in module elphick.mass_composition.utils.viz) plot_sankey() (elphick.mass_composition.flowsheet.Flowsheet method) plot_ternary() (elphick.mass_composition.mass_composition.MassComposition method) predict() (elphick.mass_composition.utils.sklearn.PandasPipeline method) print_progress() (elphick.mass_composition.utils.parallel.TqdmParallel method)

Q

query() (elphick.mass_composition.flowsheet.Flowsheet method)

R

random_int() (in module elphick.mass_composition.utils.sampling) read_hash() (in module elphick.mass_composition.utils.hash_utils) read_hash_file() (in module elphick.mass_composition.utils.hash_utils)

report() (elphick.mass_composition.flowsheet.Flowsheet method) resample_1d() (elphick.mass_composition.mass_composition.MassComposition method) reset_stream_nodes() (elphick.mass_composition.flowsheet.Flowsheet method) rosin_rammler() (in module elphick.mass_composition.utils.size_distribution)

S

sample_data() (in module elphick.mass_composition.datasets.sample_data) score() (elphick.mass_composition.utils.sklearn.PandasPipeline method) set_node_names() (elphick.mass_composition.flowsheet.Flowsheet method) set_stream_data() (elphick.mass_composition.flowsheet.Flowsheet method) size_by_assay() (in module elphick.mass_composition.datasets.sample_data) size_by_assay_2() (in module elphick.mass_composition.datasets.sample_data) size_by_assay_3() (in module elphick.mass_composition.datasets.sample_data) size_distribution() (in module elphick.mass_composition.datasets.sample_data) solve_mass_moisture() (in module elphick.mass_composition.utils.moisture) split() (elphick.mass_composition.mass_composition.MassComposition method) (elphick.mass_composition.mc_xarray.MassCompositionAccessor method) (elphick.mass_composition.stream.Stream method) split_by_estimator() (elphick.mass_composition.mass_composition.MassComposition method) (elphick.mass_composition.stream.Stream method)

split_by_function() (elphick.mass_composition.mass_composition.MassComposition method) (elphick.mass_composition.stream.Stream method) split_by_partition() (elphick.mass_composition.mass_composition.MassComposition method) (elphick.mass_composition.mc_xarray.MassCompositionAccessor method) (elphick.mass_composition.stream.Stream method) Stream (class in elphick.mass_composition.stream) streams_from_dataframe() (in module elphick.mass_composition.utils.loader) streams_to_dict() (elphick.mass_composition.flowsheet.Flowsheet method) sub() (elphick.mass_composition.mass_composition.MassComposition method) (elphick.mass_composition.mc_xarray.MassCompositionAccessor method) (elphick.mass_composition.stream.Stream method)

T

table_plot() (elphick.mass_composition.flowsheet.Flowsheet method) to_dataframe() (elphick.mass_composition.flowsheet.Flowsheet method) to_simple() (elphick.mass_composition.flowsheet.Flowsheet method)

to_xarray() (elphick.mass_composition.mass_composition.MassComposition method) TqdmParallel (class in elphick.mass_composition.utils.parallel) transform() (elphick.mass_composition.utils.sklearn.PandasPipeline method)

W

weight_average() (in module elphick.mass_composition.utils.pd_utils)

write_hash() (in module elphick.mass_composition.utils.hash_utils)