MLDataPattern.jl
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Getting Started
Installation
Overview
How to … ?
Getting Help
Background and Motivation
Two Kinds of Data Sources
A Manual Solution for Arrays
Array Dimension for Observations
Generalizing to Other Data
Package Design
Design Principles
Design Overview
Data Container
Interface Overview
Number of Observations
Query Observation(s)
Sample Observation(s)
Observation Dimension
Data Subsets
Subsetting a Data Container
The DataSubset Type
Support for Custom Types
Shuffling a Data Container
Splitting into Train and Test
Labeled Data Container
Query Target(s)
Iterate over Targets
Support for Custom Types
Stratified Sampling
Under- and Over-Sampling
Repartitioning Strategies
Terms and Definitions
Computing K-Folds Indices
Computing Leave-Out Indices
The FoldsView Type
K-Folds for Data Container
Leave-Out for Data Container
Data Views
As Vector of Observations
As Vector of Batches
As Vector of Sequences
Data Iterators
Randomly sample Observations
Randomly sample Mini-Batches
The BufferGetObs Type
LICENSE
MLDataPattern.jl
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