NuPIC
0.2.7.dev0
Numenta Platform for Intelligent Computing

nupic  
data  
aggregator  
Aggregator  This class provides context and methods for aggregating records 
encoders  
adaptivescalar  
AdaptiveScalarEncoder  This is an implementation of the scalar encoder that adapts the min and max of the scalar encoder dynamically 
base  
Encoder  An encoder converts a value to a sparse distributed representation 
category  
CategoryEncoder  Encodes a list of discrete categories (described by strings), that aren't related to each other, so we never emit a mixture of categories 
coordinate  
CoordinateEncoder  Given a coordinate in an Ndimensional space, and a radius around that coordinate, the Coordinate Encoder returns an SDR representation of that position 
date  
DateEncoder  A date encoder encodes a date according to encoding parameters specified in its constructor 
delta  
DeltaEncoder  This is an implementation of a delta encoder 
geospatial_coordinate  
GeospatialCoordinateEncoder  Given a GPS coordinate and a speed reading, the Geospatial Coordinate Encoder returns an SDR representation of that position 
logenc  
LogEncoder  This class wraps the ScalarEncoder class 
multi  
MultiEncoder  A MultiEncoder encodes a dictionary or object with multiple components 
pass_through_encoder  
PassThroughEncoder  Pass an encoded SDR straight to the model 
random_distributed_scalar  
RandomDistributedScalarEncoder  A scalar encoder encodes a numeric (floating point) value into an array of bits 
scalar  
ScalarEncoder  A scalar encoder encodes a numeric (floating point) value into an array of bits 
scalarspace  
ScalarSpaceEncoder  An encoder that can be used to permute the encodings through different spaces These include absolute value,delta, log space, etc 
sdrcategory  
SDRCategoryEncoder  Encodes a list of discrete categories (described by strings), that aren't related to each other 
sparse_pass_through_encoder  
SparsePassThroughEncoder  Convert a bitmap encoded as array indicies to an SDR 
frameworks  
opf  
clamodel  
NetworkInfo  Data type used as return value type by CLAModel.__createCLANetwork() 
DataBuffer  A simple FIFO stack 
model  
Model  This is the base class that all OPF Model implementations should subclass 
modelfactory  
ModelFactory  Static factory class that produces a Model based on a description dict 
research  
spatial_pooler  
SpatialPooler  This class implements the spatial pooler 
temporal_memory  
TemporalMemory  Class implementing the Temporal Memory algorithm 
TP  
TP  Class implementing the temporal pooler algorithm as described in the published Cortical Learning Algorithm documentation 
SegmentUpdate  Class used to carry instructions for updating a segment 
Segment  Container for all of the segment variables and the synapses it owns 
TP10X2  
TP10X2  Class implementing the temporal pooler algorithm as described in the published Cortical Learning Algorithm documentation 
research  The nupic.research package contains Python implementations of Numenta algorithms that are in early development 
swarming  The nupic.swarming package contains Python implementations of Numenta partical swarming algorithms 