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SimpleTensor

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  • Code Docs
  • About
  • Demo
  • Overview
  • Installation
  • GitHub
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Contents

  • simpletensor
    • simpletensor.array_backend
    • simpletensor.functions
    • simpletensor.grad_manager
    • simpletensor.mnist_train
    • simpletensor.operation
    • simpletensor.tensor
  • Code Docs
  • simpletensor

simpletensor#

  • simpletensor.array_backend
    • Backend
    • get_array_module()
    • use_cupy()
    • use_numpy()
  • simpletensor.functions
    • add()
    • categorical_cross_entropy()
    • divide()
    • exp()
    • expand_dims()
    • flip()
    • logn()
    • matmul()
    • max()
    • mean()
    • min()
    • multiply()
    • power()
    • relu()
    • reshape()
    • show_graph()
    • softmax()
    • squeeze()
    • std()
    • subtract()
    • sum()
    • transpose()
    • var()
  • simpletensor.grad_manager
    • no_grad
      • no_grad.__enter__()
      • no_grad.__exit__()
  • simpletensor.mnist_train
    • Model
      • Model.eval()
      • Model.fit()
      • Model.train()
    • TqdmProgBar
      • TqdmProgBar.update_to()
    • download_mnist()
    • load_data()
    • main()
    • parse_args()
  • simpletensor.operation
    • Op
      • Op.ADD
      • Op.CONVOLVE
      • Op.CORRELATE
      • Op.EXP
      • Op.EXPAND_DIMS
      • Op.FLIP
      • Op.INDEX
      • Op.LOG
      • Op.MATMUL
      • Op.MUL
      • Op.NONE
      • Op.POW
      • Op.RELU
      • Op.RESHAPE
      • Op.SQUEEZE
      • Op.SUB
      • Op.SUM
      • Op.T
  • simpletensor.tensor
    • Tensor
      • Tensor.T
      • Tensor.__add__()
      • Tensor.__getitem__()
      • Tensor.__matmul__()
      • Tensor.__mul__()
      • Tensor.__pow__()
      • Tensor.__sub__()
      • Tensor.__truediv__()
      • Tensor.backward()
      • Tensor.convolve()
      • Tensor.dtype
      • Tensor.exp()
      • Tensor.expand_dims()
      • Tensor.flip()
      • Tensor.grad_enabled
      • Tensor.logn()
      • Tensor.max()
      • Tensor.mean()
      • Tensor.min()
      • Tensor.ndim
      • Tensor.relu()
      • Tensor.reshape()
      • Tensor.shape
      • Tensor.size
      • Tensor.squeeze()
      • Tensor.std()
      • Tensor.sum()
      • Tensor.to()
      • Tensor.transpose()
      • Tensor.var()
      • Tensor.zero_grad()
    • astensor()
    • sequence_to_array()

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