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numc's Introduction

numC

C numerical library that implements various algorithms for

  • Combinatorics
  • Definite Integrals
  • Descriptive Statistics
  • Linear algebra
  • Matrices
  • Roots
  • Vectors

==== Combinatorics

  • Bynomial Factor
  • Simple Combinations
  • Combinations with Repetitions
  • Simple Dispositions
  • Dispositions with Repetitions
  • Simple Permutations
  • Permutations with Repetitions

==== Definite Integrals

  • Rectangles Method
  • Trapezis Method
  • Simpson Method

==== Descriptive Statistic

Central Tendencies -> https://en.wikipedia.org/wiki/Central_tendency

  • Arithmetic Average
  • Arithmetic Pondered Average
  • Mode
  • Median

Dispersion -> https://en.wikipedia.org/wiki/Statistical_dispersion

  • Variation
  • Variance (Quadrate Mean Value)
  • Standard Deviation
  • Absolute Mean Value
  • Coefficient Of Variation

==== Matrices

  • Determinant
  • Submatrix
  • Matrix Print

==== Roots

  • Dicotomic Method
  • Cord Method
  • Newton Method

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numc's Issues

[Matrices] Multithreading Is Slow

Parallel calculation of the determinant is slower than single thread calculation:

Single Thread - LENGTH = 12
real 0m12.517s
user 0m12.500s
sys 0m0.000s

Multithread (4 Thread) - LENGTH = 12
real 0m20.521s
user 0m52.420s
sys 0m25.340s

Single Thread - LENGTH = 13
real 2m41.931s
user 2m41.728s
sys 0m0.004s

Multithread (4 Thread) - LENGTH = 13
real 5m6.844s
user 11m18.524s
sys 5m26.280s

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