0.6.0

0.6.0

• Touch init even if model params dir exists
• Auto-add init.py when model parms created
• Shift code from otherwise unused nupic.engine.common_networks to example where it's used. Includes bugfix renaming rawAnomalyScore to anomalyScore
• Explicitly import and use engine_internal in lieu of engine to avoid confusion, create nupic.engine.OS and nupic.engine.Timer by assignment rather than subclass
• Change SparsePassThroughEncoder dtype error to ValueError
• Fix for an unrelated change that resulted in numpy arrays being used in cpp implementation
• Give better message for bad dtype to SparsePassThroughEncoder
• Add test for passing float values for radius
• Adds api docs for coordinate encoders
• Cleanup CoordinateEncoder
• Remove svm, cells4 tests that are moved to nupic.core.
• Added missing anomaly stuff, fixed requirements
• Moved sphinx deps out of requirements.txt
• Fix hotgym_regression_test.py to make it work with nupic.core PR 1236.
• Skip test when capnp is not available, such as windows as well as address feedback from Scott
• Serialization base python class analagous to nupic.core Serializable c++ class
• Adds a demo Jupyter notebook, useful for demonstrating usage of visualization framework and as an entrypoint for tinkering with different network topologies
• Speed up SpatialPooler read method.
• Rename normalProbability to tailProbability.
• Use IterableCollection from engine_internal
• Call Region.purgeInputLinkBufferHeads after compute() calls in CLAModel to integrate with the new delayed link implementation from nupic.core.
• rename maxBoost to boostStrength in hotgym example
• Disable backward compatibility serialization test
• remove minPctActiveDutyCycle parameter form SP compatability test
• update expected result in hotgym, result change due to different rounding rules in boosting
• eliminate minPctActiveDutyCycle from spatial pooler
• Rename maxBoost to BoostStrength
• Stop changing the overlaps to do tie-breaking
• Stop trying to get identical boost factors between py and cpp
• set maxBoost in expdescriptionapi
• update sp_overlap_test to use global inhibition
• slight simplification of boostFactor calculation
• Implement update boost factors local and global
• Avoid floating point differences with C++ SpatialPooler
• run C++ SP in spatial_pooler_boost_tests
• update spatial pooler boost test
• update boosting rules for spatial pooler
• fix bug in setPotential
• modified SP boosting rule