v1.3.0

[1.3.0] - 2022-12-18

Added

• Add AnomalyNearestNeighbor class that can perform the heat flow analysis
  for arbitrary heat flow anomalies sampled at the heat flow data locations.
• Add length() method to AnomalyLS1980 class.
• Add backup Gauss-Kronrod quadrature in heat flow anomaly quantification
  backend when computing the transition to the large z expansion backend.
• Add new Jupyter notebooks A7-Bias-10-Percent-Tail-Quantile-Alpha-Beta.ipynb,
  A8-Data-Size-vs-Variance.ipynb, A9-Simple-Heat-Conduction.ipynb,
  A10-Gamma-Sketch.ipynb, and A11-Sketch-Generate-Permutations.ipynb from
  paper.
• Add new Jupyter notebook Custom-Anomaly.ipynb that can be used to quickstart
  the analysis of a custom heat flow anomaly using the AnomalyNearestNeighbor
  class.
• Add compile option to turn of machine-specific code and tuning.
• Add Docker-stable image that builds all numerical code from scratch,
  hopefully yielding .

Changed

• Change default unit representation in GammaConjugatePrior.visualize.
• Update notebooks 01-Load-and-filter-NGHF.ipynb,
  03-Gamma-Conjugate-Prior-Parameters.ipynb,
  04-Global-Map.ipynb, 06-Heat-Flow-Analysis.ipynb, and
  A5-Uniform-Point-Density.ipynb
• Fix missing installs in Docker image
• Compile Python package binaries in portable mode.
• Replace aborts in tanh_sinh quadrature in ziebarth2022a.cpp by exceptions
  and add a fallback for one occurrence of tanh_sinh runtime errors.