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Convnet Explorer

Layers

  • Activation
  • Add
  • Average
  • AvgPooling
  • BatchNorm
  • BatchNormActivation
  • BatchNormActivationDropout
  • BatchNormRelu
  • ChannelSplit
  • ChannelZeroPad
  • Concat
  • Convolution
  • ConvolutionTranspose
  • Cost
  • Dense
  • DepthwiseConvolution
  • Divide
  • Dropout
  • GlobalAvgPooling
  • GlobalMaxPooling
  • GroupNorm
  • LayerNorm
  • LocalResponseNorm
  • LogSoftmax
  • Max
  • MaxPooling
  • Min
  • Multiply
  • PRelu
  • Reduction
  • Resampling
  • Shuffle
  • Softmax
  • Substract

Activations

  • Abs
  • ASinh
  • BoundedRelu
  • Clip
  • ClipV2
  • Elu
  • Exp
  • Gelu
  • GeluErf
  • HardSigmoid
  • HardSwish
  • Linear
  • Log
  • LogSigmoid
  • Mish
  • Pow
  • Relu
  • Round
  • Selu
  • Sigmoid
  • SoftPlus
  • SoftRelu
  • SoftSign
  • Sqrt
  • Square
  • Swish
  • Tanh
  • TanhExp

Costs

  • BinaryCrossEntropy
  • CategoricalCrossEntropy
  • MeanAbsoluteEpsError
  • MeanAbsoluteError
  • MeanSquaredError
  • SmoothHinge

Optimizers

Fillers

  • Constant
  • HeNormal
  • HeUniform
  • LeCunNormal
  • LeCunUniform
  • Normal
  • TruncatedNormal
  • Uniform
  • XavierNormal
  • XavierUniform

Datasets

Scripts

Dependencies & Licenses

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