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tensor-safe-0.1.0.0: Create valid deep neural network architectures

Safe HaskellNone
LanguageHaskell2010

TensorSafe.Compile.Expr

Description

This module describes the expression structure of a INetwork instance. -- The INetwork can be structured into a Data structure called CNetwork, with which later -- to compilation external languages can be done.

Synopsis

Documentation

data DLayer Source #

Auxiliary data representation of Layers IMPORTANT: If you add new Layers definitions to Layers, you should add the corresponding data structure here for the same layer.

Constructors

DConv2D 
DDense 
DDropout 
DFlatten 
DLSTM 
DMaxPooling 
DRelu 
DActivation 
Instances
Show DLayer Source # 
Instance details

Defined in TensorSafe.Compile.Expr

Methods

showsPrec :: Int -> DLayer -> ShowS #

show :: DLayer -> String #

showList :: [DLayer] -> ShowS #

data CNetwork Source #

Defines the

Constructors

CNSequence CNetwork 
CNCons CNetwork CNetwork 
CNLayer DLayer (Map String String) 
CNReturn 
CNNil 
Instances
Show CNetwork Source # 
Instance details

Defined in TensorSafe.Compile.Expr

Methods

showsPrec :: Int -> CNetwork -> ShowS #

show :: CNetwork -> String #

showList :: [CNetwork] -> ShowS #

data JavaScript Source #

Support for JavaScript compilation

Constructors

JavaScript 
Instances
Show JavaScript Source # 
Instance details

Defined in TensorSafe.Compile.Expr

Methods

showsPrec :: Int -> JavaScript -> ShowS #

show :: JavaScript -> String #

showList :: [JavaScript] -> ShowS #

Generator JavaScript Source # 
Instance details

Defined in TensorSafe.Compile.Expr

Methods

generate :: JavaScript -> CNetwork -> Text Source #

generateFile :: JavaScript -> CNetwork -> Text Source #

data Python Source #

Support for Python compilation

Constructors

Python 
Instances
Show Python Source # 
Instance details

Defined in TensorSafe.Compile.Expr

Methods

showsPrec :: Int -> Python -> ShowS #

show :: Python -> String #

showList :: [Python] -> ShowS #

Generator Python Source # 
Instance details

Defined in TensorSafe.Compile.Expr

Methods

generate :: Python -> CNetwork -> Text Source #

generateFile :: Python -> CNetwork -> Text Source #

class Generator l Source #

Class that defines which languages are supported for CNetworks generation to text

Minimal complete definition

generate, generateFile

Instances
Generator Python Source # 
Instance details

Defined in TensorSafe.Compile.Expr

Methods

generate :: Python -> CNetwork -> Text Source #

generateFile :: Python -> CNetwork -> Text Source #

Generator JavaScript Source # 
Instance details

Defined in TensorSafe.Compile.Expr

Methods

generate :: JavaScript -> CNetwork -> Text Source #

generateFile :: JavaScript -> CNetwork -> Text Source #

generate :: Generator l => l -> CNetwork -> Text Source #

Adds supports for a language. Generates a CNetwork to Text

generateFile :: Generator l => l -> CNetwork -> Text Source #

Similar to generate, but also adds necessary header and module lines of text so as to have the CNetwork compiled at a separate file.