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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  • Index
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Index

B | D | E | F | G | K | L | N | O | R | S | T | U | V

B

  • batchview() (built-in function)
  • BufferGetObs (built-in class)
  • BufferGetObs() (built-in function)

D

  • data
  • DataSubset (built-in class)
  • DataSubset() (built-in function)
  • datasubset() (built-in function)

E

  • eachbatch() (built-in function)
  • eachobs() (built-in function)
  • eachtarget() (built-in function)

F

  • FoldsView() (built-in function)

G

  • getobs!() (built-in function)
  • getobs() (built-in function)

K

  • kfolds() (built-in function), [1]

L

  • leaveout() (built-in function), [1]

N

  • nobs() (built-in function)

O

  • obsdim
  • ObsDim.Constant{DIM} (built-in class)
  • ObsDim.First (built-in class)
  • ObsDim.Last (built-in class)
  • ObsDim.Undefined (built-in class)
  • obsview() (built-in function)
  • oversample() (built-in function)

R

  • randobs() (built-in function)
  • RandomBatches() (built-in function)
  • RandomObs() (built-in function)

S

  • shuffleobs() (built-in function)
  • slidingwindow() (built-in function), [1]
  • splitobs() (built-in function), [1], [2]
  • stratifiedobs() (built-in function)

T

  • targets() (built-in function), [1]
  • train_indices

U

  • undersample() (built-in function)

V

  • val_indices

© Copyright 2017, Christof Stocker, Tom Breloff, and others Revision 9ba23b65.

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