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SimpleTensor

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  • About
  • Demo
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Contents

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

Code Docs#

Contents

  • 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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