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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
4. Data Cleaning

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Name Space

1. Name Space#

mbl.name_space.Columns([level_id, en, ...])

Allowed column names for DataFrame.

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By Tan Tao-Lin
© Copyright 2022, Tan Tao-Lin.