mars
stable

Getting Started

  • Standalone mode
  • Run on Clusters

Tensor Interface

  • Overview
  • Create Mars tensor
  • Universal Functions (ufunc)
  • Routines
    • Tensor Creation Routines
    • Tensor Manipulation Routines
    • Binary Operations
    • Discrete Fourier Transform
    • Indexing Routines
    • Linear Algebra
    • Logic Functions
    • Mathematical Functions
    • Random Sampling
    • Set routines
    • Sorting, Searching, and Counting
    • Statistics
  • Sparse tensor
  • Local Execution
  • Eager Mode

Distributed Scheduling

  • Architecture
  • Graph Preparation
  • Scheduling Policy
  • Operand States
  • Execution in Worker
  • Fault Tolerance

Contribution Guide

  • Contributing to Mars
mars
  • Docs »
  • Routines
  • Edit on GitHub

RoutinesΒΆ

The following pages describe Numpy-compatible routines. These functions cover a subset of NumPy routines.

  • Tensor Creation Routines
    • Basic creation routines
    • Creation from other data
    • Numerical ranges
    • Building matrices
  • Tensor Manipulation Routines
    • Basic manipulations
    • Shape manipulation
    • Transposition
    • Edit dimensionalities
    • Changing kind of tensor
    • Joining tensors
    • Splitting tensors
    • Tiling tensors
    • Rearranging elements
  • Binary Operations
    • Elementwise bit operations
  • Discrete Fourier Transform
    • Standard FFTs
    • Real FFTs
    • Hermitian FFTs
    • Helper routines
  • Indexing Routines
    • Generating index arrays
    • Indexing-like operations
  • Linear Algebra
    • Matrix and vector products
    • Decompositions
    • Norms and other numbers
  • Logic Functions
    • Truth value testing
    • Array contents
    • Array type testing
    • Logic operations
    • Comparison
  • Mathematical Functions
    • Trigonometric functions
    • Hyperbolic functions
    • Rounding
    • Sums, products, differences
    • Exponential and logarithms
    • Other special functions
    • Floating point routines
    • Arithmetic operations
    • Handling complex numbers
    • Miscellaneous
  • Random Sampling
    • Sample random data
    • Distributions
    • Random number generator
  • Set routines
    • Boolean operations
  • Sorting, Searching, and Counting
    • Searching
    • Counting
  • Statistics
    • Order statistics
    • Average and variances
    • Correlating
    • Histograms
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© Copyright 2014-2018, The Alibaba Group Holding Ltd. Revision 763b33b5.

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