datatable
v0.10.1

Getting started

  • Getting started
    • Install datatable
    • Loading data
    • Data manipulation
    • What the f.?
    • Groupbys / joins
      • by(…)
      • sort(…)
      • join(…)
    • Offloading data
  • Using datatable
    • Create Frame
    • Convert a Frame
    • Parse Text (csv) Files
    • Write the Frame
    • Save a Frame
    • Basic Frame Properties
    • Compute Per-Column Summary Stats
    • Select Subsets of Rows/Columns
    • Delete Rows/Columns
    • Filter Rows
    • Compute Columnar Expressions
    • Sort Columns
    • Perform Groupby Calculations
    • Append Rows/Columns

User manual

  • f-expressions
    • Single-column selector
    • Multi-column selector
    • Modifying a columnset
  • Installation
    • Prerequisites
    • Install on Mac OS X and Linux
    • Install on Windows
    • Build from Source
    • Build modified datatable
    • Troubleshooting
  • Contributing
  • Have Questions?
  • Changelog
    • Version 0.10.1 (Released 2019-12-23)
      • Frame
      • General
      • FTRL model
    • Version 0.10.0 (Released 2019-12-02)
      • Columnsets new
      • Row-functions new
      • Mathematical functions new
      • Frame
      • General
      • Internal

API reference

  • Frame
  • Ftrl
  • math module
    • Trigonometric/hyperbolic functions
    • Exponential/logarithmic functions
    • Special mathemetical functions
    • Floating-point functions
    • Miscellaneous functions
    • Mathematical constants

Models

  • FTRL
    • FTRL Model Information
    • Create an FTRL Model
    • FTRL Model Parameters
    • Training a Model
    • Resetting a Model
    • Making Predictions
    • Feature Importances
    • Feature Interactions
    • Further Reading
datatable
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