NuPIC v0.2.2 Release Notes
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- 🛠 Fixed equality test for Connections class
- Removing learning radius parameter from nupic
- ➕ Add Cap'n Proto serialization to Python Connections
- ✂ Remove FDRCSpatial2.py
- Replace the use of FDRCSpatial2 to SpatialPooler
- SP profile implemented from tp_large
- TM profile: can use args from command-line, random data used
- ➕ Adds AnomalyRegion for computing the raw anomaly score. Updates the network api example to use the new anomaly region. Updates PyRegion to have better error messages.
- ✂ Remove FlatSpatialPooler
- ➕ Add delete segment/synapse functionality to Connections data structure
- ➕ Adding dependency listing with licenses.
- ⚡️ Bump pycapnp to latest (0.5.5) for security update
- ✂ Remove redundant encoderMap operations
- ✂ Remove redundant index, and EncoderDetails in favor of using the outer union directly
- 👉 Use union in capnp schema per feedback
- ↪ MultiEncoder capnp implementation, including a switch to relative imports as a workaround for an issue described in https://github.com/jparyani/pycapnp/issues/59
- 📜 SparsePassThroughEncoder capnp implementation
- PassThroughEncoder capnp implementation
- LogEncoder capnproto implementation
- GeospatialCoordinateEncoder capnp implementation
- DeltaEncoder capnp implementation
- CoordinateEncoder capnp implementation
- AdaptiveScalarEncoder capnp implementation
- SDRCategoryEncoder capnproto implementation
- 🛠 CategoryEncoder capnproto serialization, fixes #1964
- 🔄 Change anomaly score to always be zero when there are no active columns.
- Date encoder capnproto implementation
- 🛠 RDSE capnproto implementation w/ bugfix in encoder base
- ✂ Remove redundant radius and resolution in favor of relying on them to be recalculated based on n.
- ✂ Remove explicit int casts and update tests to allow ints or longs.
- ↔ Integrate capnproto serialization into ScalarEncoder re: #1715
- 👍 Allowing relative paths for input files in swarm desc.
- accepts anomaly records as both lists and tuples