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Releases: SiddeshSambasivam/MatterIx

v1.1.1 Stable release

04 Jul 15:43
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  • ADD: Linear layer: Provides an abstraction to a linear model
  • ADD: Log, exp and softmax functions
  • ADD: Momentum to SGD
  • ADD: Uniform weight initialization to linear layer
  • FIX: Softmax underflow issue, Tanh bug,

v1.0.1

28 Jun 17:55
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  • Used 1.0.0 for testing
  • ADD: Tanh function, RMSE loss, randn and randint

v0.1.1

27 Jun 21:16
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v0.1.1 Pre-release
Pre-release
  • ADD: Optimizer: SGD
  • ADD: Functions: Relu
  • ADD: Loss functions: RMSE, MSETensor
  • ADD: Module: For defining neural networks
  • FIX: Floating point precision issue when calculating gradient

v0.1.0

27 Jun 14:55
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v0.1.0 Pre-release
Pre-release
  • First release
  • ADD: Tensor, tensor operations, sigmoid functions
  • FIX: Inaccuracies with gradient computation