API

This is the API for the pyllars library. These utilities are generally useful across different problem domains.

• Collection utilities
  • Iterable helpers
  • Set helpers
  • Mapping helpers
  • Definitions
• Dask utilities
  • Starting or connecting to a server
  • Submitting jobs
  • Other dask helpers
  • scikit-learn helpers
  • Definitions
• Logging utilities
  • Command line helpers
  • Other helpers
  • Definitions
• Matrix utilities
  • Sparse matrix helpers
  • Matrix operation helpers
  • Other helpers
  • Definitions
• Machine learning utilities
  • Creating and managing cross-validation
  • Evaluating results
  • Data structures
  • Definitions
• Matplotlib utilities
  • Adjusting axis properties
  • Creating standard plots
  • Plotting standard machine learning and statistical results
  • Other helpers
  • Definitions
• Natural language processing utilities
  • Parsing text
  • Definitions
• Pandas utilities
  • Manipulating and processing data frames
  • Converting to and from data frames
  • Other pandas helpers
  • Reading and writing data frames
  • Definitions
• Statistics utilities
  • Analytic KL-divergence calculations
  • Sufficient statistics and parameter estimation
  • Bayesian hypothesis testing
  • Distribution sampling
  • Definitions
• String utilities
  • Encoding
  • Length manipulation
  • Other operations
  • Human-readable data type helpers
  • Definitions