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README
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Docs: GoDoc
Package weights provides weight loading routines that parse weight files into a temporary structure that can then be used to set weight values in the network. This is much simpler and allows use of the standard Go json Unmarshal routines.
Documentation
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Overview ¶
Package weights provides weight loading routines that parse weight files into a temporary structure that can then be used to set weight values in the network. This is much simpler and allows use of the standard Go json Unmarshal routines.
Index ¶
Constants ¶
This section is empty.
Variables ¶
var Prec = 4
Prec is the precision for weight output in text formats -- default is aggressive for Leabra models -- may need to increase for other models.
Functions ¶
This section is empty.
Types ¶
type Layer ¶
type Layer struct {
Layer string
MetaData map[string]string // for optional layer-level params, metadata such as ActMAvg, ActPAvg
Units map[string][]float32 // for unit-level adapting parameters
Prjns []Prjn // receiving projections
}
Layer is temp structure for holding decoded weights, one for each layer
func LayReadJSON ¶
LayReadJSON reads weights for layer in a JSON format into Layer structure
func (*Layer) SetMetaData ¶
type Network ¶
type Network struct {
Network string
MetaData map[string]string // used for optional network-level params, metadata
Layers []Layer
}
Network is temp structure for holding decoded weights
func NetReadCpp ¶
NetReadCpp reads weights for entire network from old emergent C++ format
func NetReadJSON ¶
NetReadJSON reads weights for entire network in a JSON format into Network structure
func (*Network) SetMetaData ¶
type Prjn ¶
type Prjn struct {
From string
MetaData map[string]string // used for optional prjn-level params, metadata such as GScale
MetaVals map[string][]float32 // optional values at the projection level
Rs []Recv
}
Prjn is temp structure for holding decoded weights, one for each projection
func PrjnReadJSON ¶
PrjnReadJSON reads weights for prjn in a JSON format into Prjn structure
Source Files