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mbl 0.2.1 documentation
Infrastructure
1. MLflow Dashboard
1.2.1. mbl.analysis.run_searcher
2. Distributed Computing
2.1. mbl.distributed
2.2. mbl.workflow.grid_search
3. AWS Data Wrangler
Workflow
1. Grid Search
1.1. mbl.workflow.grid_search
2. Extract, Transform, and Load (ETL)
2.1. mbl.workflow.etl
Data Wrangling
1. Name Space
1.1. mbl.name_space.Columns
2. Data Discovery
2.1. mbl.experiment.algorithm
2.2. mbl.experiment.random_heisenberg
3. Data Validation
3.1. mbl.schema.RandomHeisenbergEDSchema
3.2. mbl.schema.RandomHeisenbergTSDRGSchema
3.3. mbl.schema.RandomHeisenbergFoldingTSDRGSchema
4. Data Cleaning
4.1. mbl.analysis.level_statistic.AverageOrder
4.2. mbl.analysis.level_statistic.LevelStatistic
4.3. mbl.analysis.energy_bounds.EnergyBounds
repository
open issue
Index
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A
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B
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C
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D
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E
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F
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G
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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V
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__init__() (mbl.analysis.energy_bounds.EnergyBounds method)
(mbl.analysis.energy_bounds.EnergyBounds.Metadata method)
(mbl.analysis.level_statistic.AverageOrder method)
(mbl.analysis.level_statistic.LevelStatistic method)
,
[1]
(mbl.analysis.level_statistic.LevelStatistic.Metadata method)
(mbl.analysis.run_searcher.RunSearcher method)
(mbl.experiment.algorithm.EDExperiment method)
(mbl.experiment.algorithm.Experiment1D method)
(mbl.experiment.algorithm.TSDRGExperiment method)
(mbl.experiment.random_heisenberg.RandomHeisenbergED method)
(mbl.experiment.random_heisenberg.RandomHeisenbergFoldingTSDRG method)
(mbl.experiment.random_heisenberg.RandomHeisenbergTSDRG method)
(mbl.name_space.Columns method)
,
[1]
(mbl.schema.RandomHeisenbergEDSchema method)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema method)
(mbl.schema.RandomHeisenbergTSDRGSchema method)
(mbl.workflow.etl.ETL.Metadata method)
(mbl.workflow.grid_search.RandomHeisenbergFoldingTSDRGGridSearch.AthenaMetadata method)
,
[1]
(mbl.workflow.grid_search.RandomHeisenbergTSDRGGridSearch.AthenaMetadata method)
,
[1]
A
algorithm (mbl.name_space.Columns attribute)
athena_query() (mbl.analysis.energy_bounds.EnergyBounds class method)
(mbl.analysis.level_statistic.LevelStatistic class method)
averaged_gap_ratio() (mbl.analysis.level_statistic.LevelStatistic class method)
AverageOrder (class in mbl.analysis.level_statistic)
avg_order (mbl.name_space.Columns attribute)
B
bipartite_entropy (mbl.name_space.Columns attribute)
(mbl.schema.RandomHeisenbergEDSchema attribute)
bipartite_entropy_bounded_in() (mbl.schema.RandomHeisenbergEDSchema class method)
bounded_in() (mbl.schema.RandomHeisenbergEDSchema class method)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema class method)
(mbl.schema.RandomHeisenbergTSDRGSchema class method)
C
check_modin_df() (mbl.analysis.level_statistic.LevelStatistic method)
close_to_integer() (mbl.schema.RandomHeisenbergEDSchema class method)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema class method)
(mbl.schema.RandomHeisenbergTSDRGSchema class method)
Columns (class in mbl.name_space)
compute_df() (mbl.experiment.algorithm.EDExperiment method)
(mbl.experiment.algorithm.Experiment1D method)
(mbl.experiment.algorithm.TSDRGExperiment method)
(mbl.experiment.random_heisenberg.RandomHeisenbergED method)
(mbl.experiment.random_heisenberg.RandomHeisenbergFoldingTSDRG method)
(mbl.experiment.random_heisenberg.RandomHeisenbergTSDRG method)
create_gap_ratio_table() (mbl.workflow.etl.ETL class method)
D
database (mbl.analysis.energy_bounds.EnergyBounds.Metadata attribute)
(mbl.analysis.level_statistic.LevelStatistic.Metadata attribute)
(mbl.workflow.etl.ETL.Metadata attribute)
(mbl.workflow.grid_search.RandomHeisenbergFoldingTSDRGGridSearch.AthenaMetadata attribute)
,
[1]
(mbl.workflow.grid_search.RandomHeisenbergTSDRGGridSearch.AthenaMetadata attribute)
,
[1]
df_cleaning() (mbl.analysis.level_statistic.LevelStatistic method)
disorder (mbl.name_space.Columns attribute)
(mbl.schema.RandomHeisenbergEDSchema attribute)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema attribute)
(mbl.schema.RandomHeisenbergTSDRGSchema attribute)
disorder_average() (mbl.analysis.level_statistic.LevelStatistic class method)
DISORDER_FIRST (mbl.analysis.level_statistic.AverageOrder attribute)
Distributed (class in mbl.distributed)
download_artifacts() (mbl.analysis.run_searcher.RunSearcher method)
E
ed (mbl.experiment.algorithm.EDExperiment property)
ed_table (mbl.analysis.level_statistic.LevelStatistic.Metadata attribute)
(mbl.workflow.etl.ETL.Metadata attribute)
EDExperiment (class in mbl.experiment.algorithm)
edge_entropy (mbl.experiment.algorithm.TSDRGExperiment property)
(mbl.name_space.Columns attribute)
(mbl.schema.RandomHeisenbergEDSchema attribute)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema attribute)
(mbl.schema.RandomHeisenbergTSDRGSchema attribute)
en (mbl.name_space.Columns attribute)
(mbl.schema.RandomHeisenbergEDSchema attribute)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema attribute)
(mbl.schema.RandomHeisenbergTSDRGSchema attribute)
energies_within() (mbl.schema.RandomHeisenbergFoldingTSDRGSchema class method)
energy_bounds() (mbl.schema.RandomHeisenbergFoldingTSDRGSchema class method)
energy_gap (mbl.name_space.Columns attribute)
EnergyBounds (class in mbl.analysis.energy_bounds)
EnergyBounds.Metadata (class in mbl.analysis.energy_bounds)
entanglement_entropy() (mbl.experiment.algorithm.EDExperiment method)
ETL (class in mbl.workflow.etl)
ETL.Metadata (class in mbl.workflow.etl)
evals (mbl.experiment.algorithm.EDExperiment property)
(mbl.experiment.algorithm.TSDRGExperiment property)
experiment() (mbl.workflow.grid_search.GridSearch static method)
,
[1]
(mbl.workflow.grid_search.RandomHeisenbergFoldingTSDRGGridSearch static method)
,
[1]
(mbl.workflow.grid_search.RandomHeisenbergTSDRGGridSearch static method)
,
[1]
Experiment1D (class in mbl.experiment.algorithm)
extract_gap() (mbl.analysis.level_statistic.LevelStatistic class method)
F
fetch_gap_ratio() (mbl.analysis.level_statistic.LevelStatistic class method)
filter() (mbl.analysis.run_searcher.RunSearcher static method)
G
gap_ratio (mbl.name_space.Columns attribute)
gap_ratio() (mbl.analysis.level_statistic.LevelStatistic static method)
gap_ratio_table (mbl.workflow.etl.ETL.Metadata attribute)
GridSearch (class in mbl.workflow.grid_search)
,
[1]
L
level_average() (mbl.analysis.level_statistic.LevelStatistic class method)
LEVEL_FIRST (mbl.analysis.level_statistic.AverageOrder attribute)
level_id (mbl.name_space.Columns attribute)
(mbl.schema.RandomHeisenbergEDSchema attribute)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema attribute)
(mbl.schema.RandomHeisenbergTSDRGSchema attribute)
LevelStatistic (class in mbl.analysis.level_statistic)
LevelStatistic.Metadata (class in mbl.analysis.level_statistic)
list_artifacts() (mbl.analysis.run_searcher.RunSearcher method)
local_query() (mbl.analysis.level_statistic.LevelStatistic method)
M
map_on_ray() (mbl.distributed.Distributed static method)
max_en (mbl.name_space.Columns attribute)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema attribute)
mbl.analysis.run_searcher
module
mbl.distributed
module
mbl.experiment.algorithm
module
mbl.experiment.random_heisenberg
module
mbl.workflow.etl
module
mbl.workflow.grid_search
module
,
[1]
method (mbl.name_space.Columns attribute)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema attribute)
(mbl.schema.RandomHeisenbergTSDRGSchema attribute)
min_en (mbl.name_space.Columns attribute)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema attribute)
mlflow_tracker() (in module mbl.workflow.grid_search)
,
[1]
model (mbl.experiment.algorithm.Experiment1D property)
module
mbl.analysis.run_searcher
mbl.distributed
mbl.experiment.algorithm
mbl.experiment.random_heisenberg
mbl.workflow.etl
mbl.workflow.grid_search
,
[1]
monotonically_increasing() (mbl.schema.RandomHeisenbergEDSchema class method)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema class method)
(mbl.schema.RandomHeisenbergTSDRGSchema class method)
N
name (mbl.schema.RandomHeisenbergEDSchema.Config attribute)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema.Config attribute)
(mbl.schema.RandomHeisenbergTSDRGSchema.Config attribute)
O
offset (mbl.name_space.Columns attribute)
(mbl.schema.RandomHeisenbergEDSchema attribute)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema attribute)
(mbl.schema.RandomHeisenbergTSDRGSchema attribute)
offset_within() (mbl.schema.RandomHeisenbergFoldingTSDRGSchema class method)
overall_const (mbl.name_space.Columns attribute)
(mbl.schema.RandomHeisenbergTSDRGSchema attribute)
P
penalty (mbl.name_space.Columns attribute)
(mbl.schema.RandomHeisenbergEDSchema attribute)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema attribute)
(mbl.schema.RandomHeisenbergTSDRGSchema attribute)
profile_name (mbl.workflow.grid_search.RandomHeisenbergFoldingTSDRGGridSearch.AthenaMetadata attribute)
,
[1]
(mbl.workflow.grid_search.RandomHeisenbergTSDRGGridSearch.AthenaMetadata attribute)
,
[1]
Q
query() (mbl.analysis.run_searcher.RunSearcher method)
query_elements() (mbl.analysis.energy_bounds.EnergyBounds class method)
(mbl.analysis.level_statistic.LevelStatistic class method)
R
RandomHeisenbergED (class in mbl.experiment.random_heisenberg)
RandomHeisenbergEDSchema (class in mbl.schema)
RandomHeisenbergEDSchema.Config (class in mbl.schema)
RandomHeisenbergFoldingTSDRG (class in mbl.experiment.random_heisenberg)
RandomHeisenbergFoldingTSDRGGridSearch (class in mbl.workflow.grid_search)
,
[1]
RandomHeisenbergFoldingTSDRGGridSearch.AthenaMetadata (class in mbl.workflow.grid_search)
,
[1]
RandomHeisenbergFoldingTSDRGSchema (class in mbl.schema)
RandomHeisenbergFoldingTSDRGSchema.Config (class in mbl.schema)
RandomHeisenbergTSDRG (class in mbl.experiment.random_heisenberg)
RandomHeisenbergTSDRGGridSearch (class in mbl.workflow.grid_search)
,
[1]
RandomHeisenbergTSDRGGridSearch.AthenaMetadata (class in mbl.workflow.grid_search)
,
[1]
RandomHeisenbergTSDRGSchema (class in mbl.schema)
RandomHeisenbergTSDRGSchema.Config (class in mbl.schema)
raw_df (mbl.analysis.level_statistic.LevelStatistic property)
relative_offset (mbl.name_space.Columns attribute)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema attribute)
retrieve() (mbl.analysis.energy_bounds.EnergyBounds class method)
retrieve_energy_bounds() (mbl.workflow.grid_search.RandomHeisenbergFoldingTSDRGGridSearch class method)
,
[1]
run() (in module mbl.workflow.grid_search)
,
[1]
RunSearcher (class in mbl.analysis.run_searcher)
S
s3_path (mbl.workflow.etl.ETL.Metadata attribute)
(mbl.workflow.grid_search.RandomHeisenbergFoldingTSDRGGridSearch.AthenaMetadata attribute)
,
[1]
(mbl.workflow.grid_search.RandomHeisenbergTSDRGGridSearch.AthenaMetadata attribute)
,
[1]
s_target (mbl.name_space.Columns attribute)
(mbl.schema.RandomHeisenbergEDSchema attribute)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema attribute)
(mbl.schema.RandomHeisenbergTSDRGSchema attribute)
save_tree() (mbl.experiment.algorithm.TSDRGExperiment method)
seed (mbl.name_space.Columns attribute)
(mbl.schema.RandomHeisenbergEDSchema attribute)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema attribute)
(mbl.schema.RandomHeisenbergTSDRGSchema attribute)
system_size (mbl.name_space.Columns attribute)
(mbl.schema.RandomHeisenbergEDSchema attribute)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema attribute)
(mbl.schema.RandomHeisenbergTSDRGSchema attribute)
T
table (mbl.analysis.energy_bounds.EnergyBounds.Metadata attribute)
(mbl.workflow.grid_search.RandomHeisenbergFoldingTSDRGGridSearch.AthenaMetadata attribute)
,
[1]
(mbl.workflow.grid_search.RandomHeisenbergTSDRGGridSearch.AthenaMetadata attribute)
,
[1]
to_s3_parquet() (mbl.workflow.grid_search.RandomHeisenbergFoldingTSDRGGridSearch class method)
,
[1]
(mbl.workflow.grid_search.RandomHeisenbergTSDRGGridSearch class method)
,
[1]
total_sz (mbl.experiment.algorithm.EDExperiment property)
(mbl.experiment.algorithm.TSDRGExperiment property)
(mbl.name_space.Columns attribute)
(mbl.schema.RandomHeisenbergEDSchema attribute)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema attribute)
(mbl.schema.RandomHeisenbergTSDRGSchema attribute)
trial_id (mbl.name_space.Columns attribute)
(mbl.schema.RandomHeisenbergEDSchema attribute)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema attribute)
(mbl.schema.RandomHeisenbergTSDRGSchema attribute)
truncation_dim (mbl.name_space.Columns attribute)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema attribute)
(mbl.schema.RandomHeisenbergTSDRGSchema attribute)
tsdrg (mbl.experiment.algorithm.TSDRGExperiment property)
tsdrg_table (mbl.analysis.level_statistic.LevelStatistic.Metadata attribute)
(mbl.workflow.etl.ETL.Metadata attribute)
TSDRGExperiment (class in mbl.experiment.algorithm)
V
variance (mbl.experiment.algorithm.TSDRGExperiment property)
(mbl.name_space.Columns attribute)
(mbl.schema.RandomHeisenbergFoldingTSDRGSchema attribute)
(mbl.schema.RandomHeisenbergTSDRGSchema attribute)