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  • Getting started
  • User Guide
  • API reference
  • Development
  • Release Notes

Site Navigation

  • Installation
  • Getting started
  • User Guide
  • API reference
  • Development
  • Release Notes

Section Navigation

  • Mars Tensor
    • Overview
    • Create Mars tensor
      • mars.tensor.tensor
      • mars.tensor.array
    • Universal Functions (ufunc)
      • mars.tensor.add
      • mars.tensor.subtract
      • mars.tensor.multiply
      • mars.tensor.divide
      • mars.tensor.logaddexp
      • mars.tensor.logaddexp2
      • mars.tensor.true_divide
      • mars.tensor.floor_divide
      • mars.tensor.negative
      • mars.tensor.power
      • mars.tensor.remainder
      • mars.tensor.mod
      • mars.tensor.fmod
      • mars.tensor.absolute
      • mars.tensor.rint
      • mars.tensor.sign
      • mars.tensor.exp
      • mars.tensor.exp2
      • mars.tensor.log
      • mars.tensor.log2
      • mars.tensor.log10
      • mars.tensor.expm1
      • mars.tensor.log1p
      • mars.tensor.sqrt
      • mars.tensor.square
      • mars.tensor.reciprocal
      • mars.tensor.sin
      • mars.tensor.cos
      • mars.tensor.tan
      • mars.tensor.arcsin
      • mars.tensor.arccos
      • mars.tensor.arctan
      • mars.tensor.arctan2
      • mars.tensor.hypot
      • mars.tensor.sinh
      • mars.tensor.cosh
      • mars.tensor.tanh
      • mars.tensor.arcsinh
      • mars.tensor.arccosh
      • mars.tensor.arctanh
      • mars.tensor.deg2rad
      • mars.tensor.rad2deg
      • mars.tensor.bitwise_and
      • mars.tensor.bitwise_or
      • mars.tensor.bitwise_xor
      • mars.tensor.invert
      • mars.tensor.left_shift
      • mars.tensor.right_shift
      • mars.tensor.greater
      • mars.tensor.greater_equal
      • mars.tensor.less
      • mars.tensor.less_equal
      • mars.tensor.not_equal
      • mars.tensor.equal
      • mars.tensor.logical_and
      • mars.tensor.logical_or
      • mars.tensor.logical_xor
      • mars.tensor.logical_not
      • mars.tensor.maximum
      • mars.tensor.minimum
      • mars.tensor.fmax
      • mars.tensor.fmin
      • mars.tensor.isfinite
      • mars.tensor.isinf
      • mars.tensor.isnan
      • mars.tensor.signbit
      • mars.tensor.copysign
      • mars.tensor.nextafter
      • mars.tensor.modf
      • mars.tensor.ldexp
      • mars.tensor.frexp
      • mars.tensor.fmod
      • mars.tensor.floor
      • mars.tensor.ceil
      • mars.tensor.trunc
    • Sparse tensor
      • mars.tensor.tensor
      • mars.tensor.zeros
      • mars.tensor.eye
      • mars.tensor.identity
      • mars.tensor.random.randint
  • Mars DataFrame
    • 10 minutes to Mars DataFrame
  • Mars Learn
    • Integrate with joblib
    • Integrate with LightGBM
    • Integrate with PyTorch
    • Integrate with StatsModels
    • Integrate with TensorFlow
    • Integrate with XGBoost
  • Mars Remote
    • User Guide
  • Mars Contrib
    • DASK on Mars

Mars Tensor#

Mars tensor: distributed tensor with NumPy-like API.

Users brand-new to Mars tensor should start with getting started.

Further information on any specific method can be obtained in the API reference.

  • Overview
  • Create Mars tensor
    • mars.tensor.tensor
    • mars.tensor.array
    • Create tensor on GPU
    • Create sparse tensor
    • Chunks
  • Universal Functions (ufunc)
    • Available ufuncs
  • Sparse tensor
    • Functions to create sparse tensor

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