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Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

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The compute method in the CLAClassifier is really long and confusing as illustrated by numenta/htm.java#238. We should clean it up and put better unit tests in place.

subject:algorithms
type:cleanup
status:help wanted

After running run.py I got the following error: File"home/domiso/.local/lib/python2.7/site-packages/nupic/frameworks/opf/modelfactory.py",line 70, in create if modelConfig['model']="CLA": TypeError:'NoneType' object has no attribute '**getitem**' How to solve it?

question

nupic should have a first-clas API for reporting version details, including its nupic.bindings dependency. Something like the following would be very helpful: ```python >>> nupic.version() '0.7.0.dev0' >>> nupic.getNupicBindingsDependency() '0.6.2.dev0' >>>...

type:enhancement
status:help wanted
priority:3
triage

The network API does not support continuous inference at the moment. So far, the workaround has been to call customCompute() on the classifier region to do inference. What is required...

What follows is mostly mental notes re: specific implementation details of network api. Contrary to `nupic.engine.Network`, which is a subclass and wrapper for the swig-generated `nupic.bindings.engine_internal.Network`, `nupic.engine.Region` is a standalone...

subject:api
priority:3
triage

`Encoder`, subclassed by `CoordinateEncoder`, requires subclasses that are not containers of other encoders to implement "getBucketIndices()". There is no such implementation in `CoordinateEncoder` rendering it unusable in certain circumstances involving...

type:bug
subject:encoders
subject:opf

Determine if this test is still needed and the appropriate disposition (i.e., fix/rewrite?). `py.test tests/regression/run_opf_benchmarks_test.py` fails for me when executed on OS X: ``` $ python tests/regression/run_opf_benchmarks_test.py CURRENT DIRECTORY: /Users/vkruglikov/nta/nupic...

type:bug
type:tests
priority:3
triage

This test fails occasionally when run with certain random seeds. Example output (including the seed that failed) is here: ``` ______________ SpatialPoolerCompatabilityTest.testCompatability2 _______________ [gw0] linux2 -- Python 2.7.5 /opt/numenta/anaconda/bin/python self...

type:bug
subject:algorithms
type:tests
priority:3

Remove all skipIf(win) decorators in tests/unit/nupic/engine/network_test.py whose tests will pass on Windows (AppVeyor). I removed one here: https://github.com/numenta/nupic/pull/3437/files#diff-a65356031cc33c41b0275ad30a763af6L283 and the test passed on Windows, so it's entirely possible that some...

See [discourse topic on this](https://discourse.numenta.org/t/nupic-anomaly-scores-report-out-0-0-on-anomaly-hot-gym-one-gym-example/1686). I want to attempt to replicate this in Docker. Multiple reports of this issue.

type:bug
type:build
type:deployment
priority:2