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Title: Numeric and Mathematical Modules — Python 3.15.0a5 documentation

Open Graph Title: Numeric and Mathematical Modules

Description: The modules described in this chapter provide numeric and math-related functions and data types. The numbers module defines an abstract hierarchy of numeric types. The math and cmath modules contai...

Open Graph Description: The modules described in this chapter provide numeric and math-related functions and data types. The numbers module defines an abstract hierarchy of numeric types. The math and cmath modules contai...

Opengraph URL: https://docs.python.org/3/library/numeric.html

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og:image:alt	The modules described in this chapter provide numeric and math-related functions and data types. The numbers module defines an abstract hierarchy of numeric types. The math and cmath modules contai...
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Links:

	https://www.python.org/
graphlib — Functionality to operate with graph-like structures	https://docs.python.org/dev/library/graphlib.html
numbers — Numeric abstract base classes	https://docs.python.org/dev/library/numbers.html
Report a bug	https://docs.python.org/dev/bugs.html
Show source	https://github.com/python/cpython/blob/main/Doc/library/numeric.rst?plain=1
index	https://docs.python.org/dev/genindex.html
modules	https://docs.python.org/dev/py-modindex.html
next	https://docs.python.org/dev/library/numbers.html
previous	https://docs.python.org/dev/library/graphlib.html
Python	https://www.python.org/
3.15.0a5 Documentation	https://docs.python.org/dev/index.html
The Python Standard Library	https://docs.python.org/dev/library/index.html
Numeric and Mathematical Modules	https://docs.python.org/dev/library/numeric.html
¶	https://docs.python.org/dev/library/numeric.html#numeric-and-mathematical-modules
numbers	https://docs.python.org/dev/library/numbers.html#module-numbers
math	https://docs.python.org/dev/library/math.html#module-math
cmath	https://docs.python.org/dev/library/cmath.html#module-cmath
decimal	https://docs.python.org/dev/library/decimal.html#module-decimal
numbers — Numeric abstract base classes	https://docs.python.org/dev/library/numbers.html
The numeric tower	https://docs.python.org/dev/library/numbers.html#the-numeric-tower
Notes for type implementers	https://docs.python.org/dev/library/numbers.html#notes-for-type-implementers
Adding More Numeric ABCs	https://docs.python.org/dev/library/numbers.html#adding-more-numeric-abcs
Implementing the arithmetic operations	https://docs.python.org/dev/library/numbers.html#implementing-the-arithmetic-operations
math — Mathematical functions	https://docs.python.org/dev/library/math.html
Floating point arithmetic	https://docs.python.org/dev/library/math.html#floating-point-arithmetic
Floating point manipulation functions	https://docs.python.org/dev/library/math.html#floating-point-manipulation-functions
Power, exponential and logarithmic functions	https://docs.python.org/dev/library/math.html#power-exponential-and-logarithmic-functions
Summation and product functions	https://docs.python.org/dev/library/math.html#summation-and-product-functions
Angular conversion	https://docs.python.org/dev/library/math.html#angular-conversion
Trigonometric functions	https://docs.python.org/dev/library/math.html#trigonometric-functions
Hyperbolic functions	https://docs.python.org/dev/library/math.html#hyperbolic-functions
Special functions	https://docs.python.org/dev/library/math.html#special-functions
Number-theoretic functions	https://docs.python.org/dev/library/math.html#number-theoretic-functions
Constants	https://docs.python.org/dev/library/math.html#constants
math.integer — integer-specific mathematics functions	https://docs.python.org/dev/library/math.integer.html
cmath — Mathematical functions for complex numbers	https://docs.python.org/dev/library/cmath.html
Conversions to and from polar coordinates	https://docs.python.org/dev/library/cmath.html#conversions-to-and-from-polar-coordinates
Power and logarithmic functions	https://docs.python.org/dev/library/cmath.html#power-and-logarithmic-functions
Trigonometric functions	https://docs.python.org/dev/library/cmath.html#trigonometric-functions
Hyperbolic functions	https://docs.python.org/dev/library/cmath.html#hyperbolic-functions
Classification functions	https://docs.python.org/dev/library/cmath.html#classification-functions
Constants	https://docs.python.org/dev/library/cmath.html#constants
decimal — Decimal fixed-point and floating-point arithmetic	https://docs.python.org/dev/library/decimal.html
Quick-start tutorial	https://docs.python.org/dev/library/decimal.html#quick-start-tutorial
Decimal objects	https://docs.python.org/dev/library/decimal.html#decimal-objects
Logical operands	https://docs.python.org/dev/library/decimal.html#logical-operands
Context objects	https://docs.python.org/dev/library/decimal.html#context-objects
Constants	https://docs.python.org/dev/library/decimal.html#constants
Rounding modes	https://docs.python.org/dev/library/decimal.html#rounding-modes
Signals	https://docs.python.org/dev/library/decimal.html#signals
Floating-point notes	https://docs.python.org/dev/library/decimal.html#floating-point-notes
Mitigating round-off error with increased precision	https://docs.python.org/dev/library/decimal.html#mitigating-round-off-error-with-increased-precision
Special values	https://docs.python.org/dev/library/decimal.html#special-values
Working with threads	https://docs.python.org/dev/library/decimal.html#working-with-threads
Recipes	https://docs.python.org/dev/library/decimal.html#recipes
Decimal FAQ	https://docs.python.org/dev/library/decimal.html#decimal-faq
fractions — Rational numbers	https://docs.python.org/dev/library/fractions.html
random — Generate pseudo-random numbers	https://docs.python.org/dev/library/random.html
Bookkeeping functions	https://docs.python.org/dev/library/random.html#bookkeeping-functions
Functions for bytes	https://docs.python.org/dev/library/random.html#functions-for-bytes
Functions for integers	https://docs.python.org/dev/library/random.html#functions-for-integers
Functions for sequences	https://docs.python.org/dev/library/random.html#functions-for-sequences
Discrete distributions	https://docs.python.org/dev/library/random.html#discrete-distributions
Real-valued distributions	https://docs.python.org/dev/library/random.html#real-valued-distributions
Alternative Generator	https://docs.python.org/dev/library/random.html#alternative-generator
Notes on Reproducibility	https://docs.python.org/dev/library/random.html#notes-on-reproducibility
Examples	https://docs.python.org/dev/library/random.html#examples
Recipes	https://docs.python.org/dev/library/random.html#recipes
Command-line usage	https://docs.python.org/dev/library/random.html#command-line-usage
Command-line example	https://docs.python.org/dev/library/random.html#command-line-example
statistics — Mathematical statistics functions	https://docs.python.org/dev/library/statistics.html
Averages and measures of central location	https://docs.python.org/dev/library/statistics.html#averages-and-measures-of-central-location
Measures of spread	https://docs.python.org/dev/library/statistics.html#measures-of-spread
Statistics for relations between two inputs	https://docs.python.org/dev/library/statistics.html#statistics-for-relations-between-two-inputs
Function details	https://docs.python.org/dev/library/statistics.html#function-details
Exceptions	https://docs.python.org/dev/library/statistics.html#exceptions
NormalDist objects	https://docs.python.org/dev/library/statistics.html#normaldist-objects
Examples and Recipes	https://docs.python.org/dev/library/statistics.html#examples-and-recipes
Classic probability problems	https://docs.python.org/dev/library/statistics.html#classic-probability-problems
Monte Carlo inputs for simulations	https://docs.python.org/dev/library/statistics.html#monte-carlo-inputs-for-simulations
Approximating binomial distributions	https://docs.python.org/dev/library/statistics.html#approximating-binomial-distributions
Naive bayesian classifier	https://docs.python.org/dev/library/statistics.html#naive-bayesian-classifier
graphlib — Functionality to operate with graph-like structures	https://docs.python.org/dev/library/graphlib.html
numbers — Numeric abstract base classes	https://docs.python.org/dev/library/numbers.html
Report a bug	https://docs.python.org/dev/bugs.html
Show source	https://github.com/python/cpython/blob/main/Doc/library/numeric.rst?plain=1
index	https://docs.python.org/dev/genindex.html
modules	https://docs.python.org/dev/py-modindex.html
next	https://docs.python.org/dev/library/numbers.html
previous	https://docs.python.org/dev/library/graphlib.html
Python	https://www.python.org/
3.15.0a5 Documentation	https://docs.python.org/dev/index.html
The Python Standard Library	https://docs.python.org/dev/library/index.html
Numeric and Mathematical Modules	https://docs.python.org/dev/library/numeric.html
Copyright	https://docs.python.org/dev/copyright.html
History and License	https://docs.python.org/license.html
Please donate.	https://www.python.org/psf/donations/
Found a bug	https://docs.python.org/bugs.html
Sphinx	https://www.sphinx-doc.org/

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