Yet Another Time Series Model (YATSM): v0.6.0

v0.6.0 - 2016-04-22

Milestone v0.6.0

Changed

• CCDCesque: Optimize algorithm implementation. Performance
  estimates show 2x speed gain
  #70
• CLI: Improve yatsm pixel by enabling the plotting of multiple
  refit model estimates on the same graph
  (commit)
• CLI: Improve yatsm pixel --embed option
  (commit)
• CLI: Add --verbose-yatsm to main yatsm command so it works with
  all programs running a YATSM algorithm
  (commit)
• Use setuptools entry points to point YATSM to available time
  series algorithms
  (commit)

Added

• Expose stay_regularized for segment refitting steps
  #74
• Add capability to specify fit section for statistical estimators
  that are passed to the fit method of the estimator
  #61
• CCDCesque: allow specification of min_rmse per band using an
  array or just one value for all bands
  #75
• Add submodule yatsm.regression.diagnostics for regression
  diagostics, including RMSE
  (commit)
• Add new module yatsm.accel with decorator (try_jit) that applies
  numba.jit to functions only if numba is available
  #70
• Apply yatsm.accel.try_jit to calculation of
  yatsm.regression.diagnostics.rmse,
  yatsm.regression.robust_fit.RLM, and others
  #70
• Benchmark algorithm performance across project history using
  Airspeed Velocity
  #71
• Improve clean target in package's setup.py so it deletes built
  estimator pickles and .c/.so built with Cython
  (commit)
• Increase test coverage from ~20% to ~80%
• Added documentation to Read the Docs

Fixed

• CCDCesque: Fix bug in calculation of end attribute for last
  timeseries record
  #72
• CCDCesque: Fix bug in parsing of test_indices if user doesn't
  supply any #73
• "Packaged" estimator pickles are built on installation of YATSM so
  they will work with user versions of libraries
  (commit)
• Fix DeprecationWarnings with scikit-learn>=0.17.0
  (commit)
• yatsm.regression.robust_fit.RLM: Fix a bug caused by dividing
  by zero. This bug only occurs when the number of observations in a
  time series segment is approximately equal to the number of
  parameters (n ~= k)
  #86
• Fix NumPy deprecation warnings and improve yatsm changemap num
  performance #83