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Published 7 days ago
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A robust Dart library for comprehensive mathematical programming. Offers expressions, complex numbers, algebra, statistics, angles, and geometry for diverse computations.

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5.7.1 #

Documentation Expansion & Metadata Optimization #

  • [DOCUMENTATION] Extensively expanded README.md with comprehensive explanations, code examples, and usage cases for the symbolic calculus package (differentiation, integration, limits, summations), Laplace & Inverse Laplace transforms, and system equation solvers.
  • [IMPROVEMENT] Updated pubspec topics to expressions-cas to highlight the library's advanced Computer Algebra System capabilities.

CAS Trigonometric Functions & Test Improvements #

  • [FEATURE] Expanded Computer Algebra System (CAS) expression classes and parser to fully support inverse trigonometric (asec, acsc, acot), hyperbolic (sinh, cosh, tanh, sech, csch, coth), and inverse hyperbolic (asinh, acosh, atanh, asech, acsch, acoth) functions natively.
  • [IMPROVEMENT] Improved symbolic Laplace Transform and Inverse Laplace Transform computation (LaplaceTransform and InverseLaplaceTransform) with comprehensive mapping of standard functions..
  • [TEST] Enabled and verified more complex Inverse Laplace Transform test cases in extra_spec_test.dart.

5.7.0 #

Laplace Transforms, Symbolic Calculus & CAS Enhancements #

  • [FEATURE] Implemented symbolic Laplace Transform and Inverse Laplace Transform computation (LaplaceTransform and InverseLaplaceTransform) with comprehensive mapping of standard functions.
  • [FEATURE] Added symbolic support for limits, summations, and definite integration (SymbolicLimit, SymbolicSum, and DefiniteIntegral).
  • [IMPROVEMENT] Extended basic math functions (abs, sqrt, cbrt, nthRoot, pow, exp, mod, min, max) to accept Expression parameters, yielding correct symbolic counterpart nodes.
  • [FEATURE] Improved absolute value Abs.simplify() logic to dynamically evaluate and strip/negate absolute signs for expressions with guaranteed non-negative/non-positive values (e.g. abs(5*x^2)).
  • [IMPROVEMENT] Rewrote and enhanced ExpressionSolver for systems of linear, quadratic, and cubic equations, adding robust variable isolation solving algorithms.
  • [IMPROVEMENT] Updated mode(), mean(), and average() in statistics to natively handle lists, varargs, and complex symbolic expressions.
  • [IMPROVEMENT] Implemented Gaussian Integer Division (operator ~/ for Complex) using nearest-integer rounding to ensure mathematical correctness in Euclidean domain calculations.
  • [IMPROVEMENT] Normalized real and imaginary parts of Complex numbers when denominator is 1 for consistent hash code evaluation.
  • [FEATURE] Expanded solid geometry with Capsule, ConeFrustum, Hemisphere, and HollowCylinder, and plane geometry with AnnulusSector and Kite.
  • [FEATURE] Added cumsum() helper function for iterables to calculate cumulative sums.
  • [IMPROVEMENT] Optimized numerical optimization, non-linear systems solver, and matrix factorization/decomposition performance.

5.6.1 #

Computer Algebra System (CAS) & Simplifier Overhaul #

  • [FEATURE] Completely overhauled the core expression Simplifier into a robust fixed-point iteration engine (max 20 iterations) to guarantee convergence of multi-pass simplifications.
  • [FEATURE] Added recursive deep child simplification (_deepSimp), logarithmic simplifications (_logSimp), exponential simplifications (_expSimp), and power algebraic simplifications (_powSimp).
  • [IMPROVEMENT] Enhanced fraction and rational simplification passes (_fracSimp and _ratSimp) to support recursive tree traversal, symbolic variable cancellations (e.g. (c * A) / A -> c), negative sign normalization, and rational addition/subtraction with different denominators.
  • [FEATURE] Replaced fragile string-matching isSymbolic logic with type-based checking (_isSymbolicExpression) across all expression types.
  • [FEATURE] Added trigonometric identity simplification (e.g. $sin^2(x) + cos^2(x) = 1$, $1 + tan^2(x) = sec^2(x)$, and double-angle formulas) recursively across terms.
  • [IMPROVEMENT] Added trigonometric constant folding and parity rules (e.g., $sin(-x) \to -sin(x)$) to Sin, Cos, Tan, and base Trigonometric expressions.
  • [IMPROVEMENT] Added logarithm base and product/quotient splitting properties for literal inputs to Ln and Log functions.
  • [IMPROVEMENT] Added algebraic power expansion rules for products and quotients inside Pow expressions.
  • [FEATURE] Implemented 42 new high-coverage unit tests verifying arithmetic, power, fraction, logarithm, exponential, trigonometric, and complex nested/edge-case expressions, with zero regressions on existing suites.

5.6.0 #

Computer Algebra System (CAS) & Expressions #

  • [FEATURE] Added comprehensive Computer Algebra System (CAS) support with fully-featured expression simplification and parsing.
  • [IMPROVEMENT] Advanced fraction/rational representation in the expression engine, replacing division-by-integer double conversions with precise Rational representation.
  • [BUG_FIX] Resolved expression type coercion issues where numeric literals were incorrectly forced into Complex types instead of standard numbers, resolving crash/type mismatches (Complex is not a subtype of double/num).
  • [BUG_FIX] Added robust parsing and representation for hyperbolic and inverse hyperbolic trigonometric functions (e.g., cosh, sinh, asinh, acosh) in CAS to prevent runtime evaluation failures.
  • [BUG_FIX] Optimized Rational division simplification in expression engine to prevent type mismatches when resolving division of integers and rational values.
  • [BUG_FIX] Fixed equation solvers (linear, quadratic, cubic) and Durand-Kerner polynomial root finding algorithm for better stability and correctness.
  • [IMPROVEMENT] Enhanced binary and unary operators (Add, Subtract, Multiply, Divide, Modulo, Power, Log) to support comprehensive CAS simplifications.

Plane & Solid Geometry #

  • [FEATURE] Added new solid geometry models:
    • Capsule: Cylinder with hemispherical end caps.
    • ConeFrustum: Frustum of a cone defined by bottom/top radii and height.
    • Hemisphere: Perfect hemisphere geometry support.
    • HollowCylinder: Hollow pipe/tube geometry representation.
  • [FEATURE] Added new plane geometry models:
    • AnnulusSector: Sector of a hollow circle/annulus.
    • Kite: Quadrilateral representing a geometric kite.
  • [IMPROVEMENT] Fixed and optimized mathematical calculations for Ellipse (generating coordinates, perimeter, and area).
  • [FEATURE] Integrated robust unit tests covering all new geometry additions in geometry_expansion_test.dart.

Caching, Memoization & Core Math Efficiency #

  • [IMPROVEMENT] Enhanced differentiation and integration performance by implementing efficient memoization and local caching mechanisms.
  • [FEATURE] Added cumsum() cumulative sum helper implementation to iterables extension (iterable_ext.dart) with optimized performance.
  • [IMPROVEMENT] Optimized matrix arithmetic and factorization/decomposition methods (including LU and SVD) to minimize computational overhead.

Statistics & Cleanup #

  • [IMPROVEMENT] Streamlined and cleaned the Z-Score module, updating sample code in example/zscore.dart and resolving statistical computation bugs.
  • [IMPROVEMENT] Cleaned up the core codebase, updated README.md, and added extensive test suites for caching, geometry, and CAS validation.

5.5.5 #

  • [IMPROVEMENT] Fixed bugs

5.5.4 #

  • [IMPROVEMENT] Fixed bugs

5.5.3 #

  • [IMPROVEMENT] Fixed bugs

5.5.2 #

  • [IMPROVEMENT] More integrations with the Complex number.

5.5.1 #

  • [IMPROVEMENT] Initial migration to full complex number.

5.4.4 #

  • [IMPROVEMENT] Downgrade characters package to 1.4.0 to fix pubspec.yaml.

5.4.3 #

  • [BUG_FIX] Fix bugs and clean code.

5.4.2 #

  • [IMPROVEMENT] doc: Improve doc comment formatting by consistently using backticks for code references and ranges.
  • [FEATURE] Added ComplexArray for efficient storage and operations on complex numbers, including FFT and IFFT.
  • [FEATURE] Added Scalar, DartData, Series, DataFrame, DataCube, and NDArray support from dartframe.
  • [FEATURE] Added new statistical and interpolation methods, refactored documentation and number tests, and updated existing modules.

5.4.1 #

  • [BUG_FIX] Fixed Csc.integrate crash and mathematical correctness
    • Corrected calculation of coefficients (e.g., 1/a) when a is a Complex number
    • Fixed csc(x)^2 integration to return correct -cot(x) instead of log formula
  • [BUG_FIX] Fixed integration logic for Sin, Cos, Tan, Cot, Sec to robustly handle Complex coefficients in linear substitutions (f(ax+b))
  • [BUG_FIX] Fixed crash in Variable multiplication with Complex numbers (partial evaluation)
    • Updated convertToLiteralIfNeeded to correctly treat Complex numbers as literals, allowing expressions like Complex(8) * y to simplify correctly

5.4.0 #

Symbolic Calculus & Equation Solving #

  • [FEATURE] Added comprehensive symbolic calculus module (lib/src/math/algebra/calculus/)
    • symbolic_calculus.dart: Core symbolic calculus operations
    • symbolic_integration.dart: Advanced integration strategies (power rule, trig, exponential, substitution, integration by parts)
    • differentiation.dart: Enhanced differentiation with curl calculations and variable naming improvements
    • hybrid_calculus.dart: Combined symbolic and numerical calculus approaches
  • [FEATURE] Implemented equation solver framework (lib/src/math/algebra/solver/)
    • equation_solver.dart: Polynomial solving, variable isolation, factor solving, and identity handling
    • Support for linear, quadratic, cubic equations
    • Recursive solving for factored equations (e.g., (x-1)*(x-2) = 0)
    • Power equation solving (e.g., x^3 = 0)
    • Identity equation detection (e.g., x - x = 0)
  • [FEATURE] Added expression simplification framework (lib/src/math/algebra/expression/simplifier/)
    • simplifier.dart: Core simplification strategies
    • trig_simplifier.dart: Trigonometric simplification rules
  • [FEATURE] Added inverse trigonometric functions
    • asin.dart: Inverse sine function
    • acos.dart: Inverse cosine function
    • atan.dart: Inverse tangent function
  • [FEATURE] Added nonlinear mathematics modules (lib/src/math/algebra/nonlinear/)
    • optimization.dart: Optimization algorithms
    • root_finding.dart: Root finding methods
    • systems.dart: Nonlinear systems solving
  • [FEATURE] Added differential equations module (lib/src/math/differential_equations/)
  • [FEATURE] Added statistics module (lib/src/math/statistics/)

Parser Enhancements #

  • [FEATURE] Enhanced expression parser with calculus operations
    • Added diff(expr, var) parsing for differentiation
    • Added integrate(expr, var) parsing for integration
    • Added solve(eq, var) parsing for equation solving
    • Added solveEquations(equations) parsing for system of equations
    • Added algebraic functions: gcd(a, b), lcm(a, b), factor(poly), deg(poly), pfactor(n), coeffs(poly, var), line(p1, p2), roots(poly), sqcomp(poly)
    • Improved simplification of parsed results

Polynomial Algebra Enhancements #

  • [FEATURE] Polynomial modulo operator (%) for polynomial division remainder
  • [FEATURE] Polynomial GCD and LCM methods
    • gcd(other): Greatest Common Divisor using Euclidean algorithm
    • lcm(other): Least Common Multiple
  • [FEATURE] Added Modulo expression class for symbolic modulo operations
  • [FEATURE] Implemented isPoly([strict]) method across all expression types for polynomial detection
  • [BUG_FIX] Fixed Polynomial.simplify() to correctly handle Complex coefficients by checking if coefficients are real before computing GCD

Equation Solving Enhancements #

  • [FEATURE] System of equations solver (solveEquations)
    • Supports linear and simple non-linear systems
    • Uses substitution method for system solving
    • Returns solutions in [var, val, var, val, ...] format

Symbolic Integration Enhancements #

  • [FEATURE] Added InverseTrigStrategy for inverse trigonometric integrals
    • Handles patterns like 1/(x^2 + a^2) → atan(x/a)
    • Handles patterns like 1/sqrt(a^2 - x^2) → asin(x/a)
  • [IMPROVEMENT] Enhanced BasicTrigStrategy with trigonometric power reduction
    • Power reduction for sin^2(x), cos^2(x), etc.
  • [IMPROVEMENT] Improved IntegrationByPartsStrategy to handle logarithmic and inverse trigonometric functions
  • [BUG_FIX] Fixed Cubic equation solver robustness:
    • Added explicit check for triple roots (d0=0, d1=0) to prevent NaN results
    • Improved zero-check logic for intermediate values using magnitude thresholds
  • [BUG_FIX] Fixed IntegrationByParts failure for solo functions (e.g., ln(x), asin(x)) by treating them as f(x) * 1
  • [BUG_FIX] Fixed PowerRuleStrategy to correctly handle Complex exponents safely avoiding type cast errors
  • [FEATURE] Added logarithmic integration pattern (u'/u) to SubstitutionStrategy supporting forms like integrate(1/(x+1))
  • [BUG_FIX] Fixed integrate(cos(x)*sin(x)) sign error by improving Divide.simplifyBasic
  • [IMPROVEMENT] Generalized linear substitution to handle implicit constant factors (e.g. integrate((2x+1)^2))
  • [BUG_FIX] Fixed solve(x^3) returning NaN by fixing Complex.pow for zero base

Test Coverage Improvements #

  • [IMPROVEMENT] Enabled and fixed tests in algebra_spec_test.dart
    • Uncommented isPoly tests
    • Uncommented simplification and factorization tests
  • [IMPROVEMENT] Enabled and adapted tests in solve_spec_test.dart
    • Uncommented solveEquations tests
    • Adapted test expectations for parser syntax
  • [IMPROVEMENT] Fixed tests in core_spec_test.dart
    • Adjusted expectations for symbolic results (e.g., 11/4 instead of 2.75)
    • Enabled hyperbolic function tests
  • [IMPROVEMENT] Parser now handles complex nested expressions correctly

Expression System Refactoring #

  • [BREAKING] Updated differentiate() signature to accept optional Variable parameter for partial differentiation support
    • Updated in all expression classes: Add, Subtract, Multiply, Divide, Pow, Sin, Cos, Tan, Sec, Csc, Cot, Exp, Ln, Log, Abs, and all other expression types
  • [IMPROVEMENT] Refactored simplify() to simplifyBasic() in binary operations for better simplification control
    • Updated: Add, Subtract, Multiply, Power
  • [BUG_FIX] Fixed Add.simplifyBasic() to correctly parse terms instead of creating invalid Variable objects
  • [BUG_FIX] Fixed Subtract.simplifyBasic() to handle nested additions and parse terms correctly
  • [BUG_FIX] Fixed Multiply.simplifyBasic() to implement associativity rules for coefficient combination (e.g., (-1) * (2 * x) → (-2) * x)
  • [IMPROVEMENT] Enhanced Subtract to flatten nested subtractions and additions
  • [IMPROVEMENT] Improved term parsing in algebraic operations
  • [FEATURE] Enhanced Expression type conversion:
    • Added support for String inputs in _toExpression (automatic parsing)
    • Added support for Complex inputs in _toExpression
    • Enabled support for NaN and Infinity values in Expression operations
  • [BUG_FIX] Fixed type safety in arithmetic operations (Add, Subtract, Divide) to handle mixed num and Complex types

Rational Function Enhancements #

  • [FEATURE] Implemented RationalFunction.simplify() with polynomial division and GCD cancellation
  • [BUG_FIX] Fixed RationalFunction.evaluate() to ensure correct simplification and type handling

Polynomial Algebra Enhancements #

  • [BUG_FIX] Fixed Polynomial.fromString to correctly handle whitespace and division by constants (e.g., x/2)

  • [BUG_FIX] Fixed Polynomial.simplify to prevent root casting errors during GCD calculation

  • [BUG_FIX] Fixed Polynomial.evaluate to prevent nested Literal creation

  • [BUG_FIX] Fixed coefficient extraction in polynomial solver for correct quadratic detection

  • [BUG_FIX] Fixed identity equation handling (e.g., solve(x-x, x) now returns [0])

  • [BUG_FIX] Fixed cancellation detection in subtraction (e.g., x - x = 0)

  • [FEATURE] Added comprehensive test suites

    • test/parser_calculus_test.dart: 100 tests for differentiation, integration, and solving
    • test/calculus/: Calculus module tests
    • test/solver/: Equation solver tests
    • test/differential_equations/: Differential equations tests
    • test/statistics/: Statistics tests
    • test/nonlinear/: Nonlinear mathematics tests

  • [FEATURE] Added example: example/symbolic_calculus_example.dart

  • [IMPROVEMENT] Enhanced Limit class with better limit calculation

  • [IMPROVEMENT] Updated expression exports in advance_math.dart and algebra.dart

  • [IMPROVEMENT] Code formatting improvements across multiple files

  • [REFACTOR] Variable naming consistency (e.g., F1, F2, F3 → f1, f2, f3 in curl calculations)

  • [CLEANUP] Removed simple_export_test.dart

Complex Number Enhancements #

  • [FEATURE] Added reciprocal trigonometric functions to Complex (trigonometric.dart)
    • sec(): Secant function
    • csc(): Cosecant function
    • cot(): Cotangent function
  • [FEATURE] Added inverse reciprocal trigonometric functions
    • asec(), arcsec(): Inverse secant
    • acsc(), arccsc(): Inverse cosecant
    • acot(), arccot(): Inverse cotangent
  • [FEATURE] Added alias methods for inverse trig functions
    • arcsin(), arccos(), arctan()
  • [FEATURE] Added reciprocal hyperbolic functions to Complex (hyperbolic.dart)
    • sech(): Hyperbolic secant
    • csch(): Hyperbolic cosecant
    • coth(): Hyperbolic cotangent
  • [FEATURE] Added inverse reciprocal hyperbolic functions
    • asech(), arcsech(): Inverse hyperbolic secant
    • acsch(), arccsch(): Inverse hyperbolic cosecant
    • acoth(), arccoth(): Inverse hyperbolic cotangent
  • [FEATURE] Added alias methods for inverse hyperbolic functions
    • arcsinh(), arccosh(), arctanh()
  • [FEATURE] Added logarithmic functions to Complex (operations.dart)
    • log10(): Base-10 logarithm
    • log2(): Base-2 logarithm
    • logBase(n): Arbitrary base logarithm
  • [FEATURE] Added special mathematical functions (special_functions.dart - NEW FILE)
    • gamma(): Gamma function using Lanczos approximation
    • lnGamma(): Natural logarithm of gamma function
    • digamma(): Digamma (psi) function
    • erf(): Error function with Taylor series expansion
    • erfc(): Complementary error function
    • beta(): Beta function
    • zeta(): Riemann Zeta function
  • [FEATURE] Added precision functions
    • expm1(): e^x - 1 for small x
    • log1p(): ln(1 + x) for small x
  • [FEATURE] Added floating-point utilities
    • frexp(): Mantissa and exponent decomposition
    • ldexp(): Recompose double from mantissa and exponent
  • [FEATURE] Added static utility methods for collections of Complex numbers
    • Complex.sum(List<Complex>): Sum of complex numbers
    • Complex.mean(List<Complex>): Arithmetic mean
    • Complex.product(List<Complex>): Product of complex numbers

Geometry Enhancements #

Plane Geometry #

  • [FEATURE] Added geometric centers to Triangle class
    • centroid: Intersection of medians (center of mass)
    • inCenter: Intersection of angle bisectors (center of inscribed circle)
    • circumCenter: Intersection of perpendicular bisectors (center of circumscribed circle)
    • orthocenter: Intersection of altitudes
  • [BUG_FIX] Fixed Polygon class to extend PlaneGeometry correctly
    • Implemented area() method using Shoelace formula for arbitrary polygons
    • Implemented perimeter() method override
  • [FEATURE] Enhanced regular polygon classes (Pentagon, Hexagon, Heptagon, Octagon)
    • Added apothem property (distance from center to midpoint of side)
    • Added sumInteriorAngles property
    • Added shortDiagonal property to Pentagon
  • [FEATURE] Added boundingBox() method to circle components
    • Sector: Includes center, arc endpoints, and arc extremes
    • Segment: Includes chord endpoints and arc extremes
    • Arc: Includes endpoints and arc extremes
  • [IMPROVEMENT] Refactored Sector, Segment, and Arc classes
    • Encapsulated fields with private accessors and validation
    • Optimized contains(Point) method in Sector for better performance
  • [REFACTOR] Merged ErrorEllipse implementation
    • Consolidated fields to support both covariance matrix (sigmaX2, sigmaY2, sigmaXY) and standard deviation (sigmaX, sigmaY, rho)
    • Added generateEllipsePoints() for plotting
    • Added toJson()/fromJson() serialization
    • Added dynamic updateParameters() method
    • Restored PlaneGeometry inheritance and contains() logic

Solid Geometry #

  • [FEATURE] Implemented Sphere class (lib/src/math/geometry/solid/sphere.dart)
    • Volume: (4/3)πr³
    • Surface Area: 4πr²
    • Named constructors: fromVolume(), fromSurfaceArea()
    • contains(Point) method to check if point is inside sphere
  • [FEATURE] Implemented Cylinder class (lib/src/math/geometry/solid/cylinder.dart)
    • Volume: πr²h
    • Surface Area: 2πr(r + h)
    • Lateral Surface Area: 2πrh
    • Named constructor: fromVolumeAndRadius()
  • [FEATURE] Implemented Cone class (lib/src/math/geometry/solid/cone.dart)
    • Volume: (1/3)πr²h
    • Surface Area: πr(r + s) where s is slant height
    • Slant Height: √(r² + h²)
    • Lateral Surface Area: πrs
  • [FEATURE] Implemented RectangularPrism class (lib/src/math/geometry/solid/rectangular_prism.dart)
    • Volume: l × w × h
    • Surface Area: 2(lw + lh + wh)
    • Space Diagonal: √(l² + w² + h²)
    • vertices() method returns 8 corner points
    • Factory constructor: RectangularPrism.cube(side) for creating cubes
  • [FEATURE] Created example: example/solid_geometry_example.dart

Statistics & Basic Math Refactoring #

  • [FEATURE] Refactored core statistics functions to VarArgsFunction allowing flexible usage (e.g., mean(1, 2, 3) vs mean([1, 2, 3]))
    • mean, median, mode, variance, standardDeviation
    • gcd, lcm
  • [FEATURE] Refactored max and min in basic.dart to VarArgsFunction
  • [IMPROVEMENT] Optimized SVD decomposition to use dart:math for max/min operations for better performance and type safety

Expression Context Enhancements #

  • [FEATURE] Added missing basic math functions to default expression context (utils.dart)
    • sinc, sumUpTo, isClose, integerPart, fibRange
  • [FEATURE] Added calculus helpers to expressions
    • diff(): Numerical differentiation
    • simpson(), numIntegrate(): Numerical integration
  • [FEATURE] Added robust random number generation to expressions
    • rand([min, max])
    • randint(max)
  • [FEATURE] Flattened and exposed constants in expressions
    • Angle constants: halfPi, quarterPi, deg2rad, rad2deg
    • Physics constants: c, G, g, h_planck, etc.
  • [BUG_FIX] Fixed CallExpression to correctly handle VarArgsFunction invocations
  • [BUG_FIX] Fixed IndexExpression and BinaryExpression type handling failures

5.3.8 #

  • [IMPROVEMENT] Updated dependencies
  • [REFACTOR] Simplify conditional logic and improve readability in Scientific class
  • [STYLE] Format code for consistency in num extension and tests
  • [IMPROVEMENT] Fixed documentation comments in AngleUnits, NumWords, and Units classes
  • [FEATURE] Implemented methods in MultiVariablePolynomial: depth, size, getVariableTerms, simplify, expand, differentiate, integrate, isIndeterminate, and isInfinity

5.3.7 #

  • [IMPROVEMENT] Updated dependencies
  • [IMPROVEMENT] Clean code

5.3.6 #

  • [FEATURE] Added some large value computations
  • [IMPROVEMENT] Updated dependencies
  • [IMPROVEMENT] Clean code

5.3.5 #

  • [FEATURE] Add num to expression conversion extension
  • [FEATURE] Add NumToExpressionExtension with toExpression() and operator overloads
  • [FEATURE] Create global helper function ex() for concise expression creation
  • [IMPROVEMENT] Add unit tests for all new functionality
  • [IMPROVEMENT] Update examples to demonstrate new expression creation methods
  • [IMPROVEMENT] Add documentation for enhanced expression creation approaches
  • [FEATURE] Extend Inverse Hyperbolic Functions to Support Complex Numbers (asinh, acosh, atanh, asech, acsch, and acoth) to support Complex number inputs.

5.3.4 #

  • [FEATURE] Changed to MIT License

5.3.3 #

  • [BUG_FIX] Fixed error from Package conflict after update as from issues #8
  • [IMPROVEMENT] Clean code

5.3.2 #

  • [IMPROVEMENT] Added detailed documentations
  • [IMPROVEMENT] Updated packages
  • [IMPROVEMENT] Clean code

5.3.1 #

  • [IMPROVEMENT] Improved Imaginary

5.3.0 #

  • [FEATURE] Added isClose similar to that of Python
  • [IMPROVEMENT] Enhanced Complex number
  • [IMPROVEMENT] Improved Decimal and Rational Numbers
  • [BUG_FIX] Fix bugs and matrices
  • [FEATURE] Added memoize class wrapper (see examples from var_args_function_test.dart )
  • [FEATURE] Added more functions including: sumUpTo, timeAsync, time etc.

5.2.0 #

  • [FEATURE] Added isClose similar to that of Python
  • [FEATURE] Added conversion of Complex to num
  • [FEATURE] Added more functions to Complex
  • [BREAKING] Remove the FileIO form the library as it is the same from DartFrame.
  • [IMPROVEMENT] Enhanced Complex number integration throughout the library
  • [FEATURE] Added simplify() method to return appropriate data types from mathematical operations
  • [IMPROVEMENT] Updated mathematical functions to work with Complex numbers:
    • round() - Now supports rounding both real and imaginary parts
    • hypot() - Enhanced to work with Complex inputs
    • sign() - Added support for Complex numbers
    • clamp() - Now clamps both real and imaginary parts of Complex numbers
    • lerp() - Added support for linear interpolation between Complex numbers
  • [BUG_FIX] Fixed test cases for Roman numerals
  • [IMPROVEMENT] SVD and LU algorithms
  • [IMPROVEMENT] Standardized error handling across mathematical functions
  • [IMPROVEMENT] Improved documentation with examples for Complex number operations

5.1.0 #

  • [BUG_FIX] Fixed error from svd as from issues #3
  • [IMPROVEMENT] Changed the default PI computation to use
  • [IMPROVEMENT] Changed the entire Matrix class and Vector class to use Complex for all operations.

5.0.0 #

  • [IMPROVEMENT] pseudoInverse function has been improved to work with singular and poorly conditioned matrices. Added condition number check and SVD fallback for improved robustness with singular and poorly conditioned matrices.
  • [BUG_FIX] isPrime function now works correctly.
  • [FEATURE] Added extensions to Bases class for converting between bases and Strings.
  • [FEATURE] Added a class for PerfectNumbers and functions for calculating perfect numbers including isMersennePrime.
  • [IMPROVEMENT] Improved isPerfectNumber function for performance and to work with large numbers with BigInt, large String number, and int support.
  • [FEATURE] Added sqrt to the BigInt class to aid computations.
  • [IMPROVEMENT] Fixed the error with cumsum and improved it with functionalities
  • [IMPROVEMENT] Improve the computation of fib function.
  • [FEATURE] Added Expression class for parsing and evaluating mathematical expressions. See Expression class for more information.

4.0.2 #

  • [BUG_FIX] Changed the characters dependency to 1.3.0

4.0.1 #

  • [IMPROVEMENT] Fixed change log
  • [IMPROVEMENT] Updated SDK to 3.6.0

4.0.0 #

  • [BROKEN] DataFrame is no longer maintained in advance_math. Now has a separate package for DataFrame called dartframe.

  • [FEATURE] Added PI class for calculating pi to any precision.

  • [FEATURE] Added Decimal and Rational classes to support arbitrary precision calculations.

  • [BROKEN] Old Decimal class based on Number has been changed to Precision class. See Precision class for more information.

  • [FEATURE] Added Decimal and Rational class based on BigInt with support for arbitrary precision calculations.

  • [FEATURE] Added bases to advance math. You can now convert from any base to any other base (i.e base 2-36). See Bases class for more information.

  • [IMPROVEMENT] Matrix inverse has been improved to work with matrices of any size (e.g. 1x1 matrix).

  • [IMPROVEMENT] Added Dataframe empty initializer/constructor.

  • [FEATURE] Converted Dataframe columns to a class Series

  • [FEATURE] Added more functionalities to the Random class eg: nextIntInRange, nextDoubleInRange, nextBytes, nextBigIntInRange, nextBigInt, nextDateTime, nextElementFromList, nextNonRepeatingIntList etc.

  • [IMPROVEMENT] isPrime function has been improved to use the trial division method for small numbers and Rabin-Miller for large numbers. Now support various data types:

    print(isPrime(5)); // Output: true (int)
print(isPrime(6)); // Output: false (int)
print(isPrime(BigInt.from(1433))); // Output: true (BigInt)
print(isPrime('567887653')); // Output: true (String)
print(isPrime('75611592179197710042')); // Output: false (String)
print(isPrime('205561530235962095930138512256047424384916810786171737181163')); // Output: true (String)

  • [FEATURE] Added more basic math functions: mod, modInv, nChooseRModPrime, bigIntNChooseRModPrime etc.

  • [FEATURE] Added more statistics math functions: gcf, egcd, lcm etc.

  • [IMPROVEMENT] In the Geometry class:

    • The class is splitted into Plane and Solid geometries.
    • In Point class: fixed example function calling, isCollinear computation is moved into GeoUtils, and use rec in the constructor fromPolarCoordinates.

  • [IMPROVEMENT] Added an argument isDegrees for rec and pol easy computation.

  • [IMPROVEMENT] Roman numerals to work with overline characters and parentheses.

  • [FEATURE] Added converts polar coordinate rec and converts rectangular coordinates pol functions

  • [FEATURE] Added an extension groupBy to the iterables and groupByKey to maps.

  • [FEATURE] Added more extensions to String class:

    String testString = "Hello123World456! Café au lait costs 3.50€. Contact: test@example.com or visit https://example.com";

print(testString.extractLetters()); // Includes 'é'
print(testString.extractNumbers(excludeDecimalsAndSymbols: false));
print(testString.extractWords(excludeNumbers: false));
print(testString.extractAlphanumeric(excludeSymbols: false));

print(testString.extractLettersList(excludeSymbols: false));
print(testString.extractNumbersList(excludeDecimalsAndSymbols: false));
print(testString.extractEmails()); // Extracts email addresses
print(testString.extractUrls()); // Extracts URLs
print(testString.containsSymbol()) //Check if the string contains a symbol

// Custom pattern example: extract words starting with 'C'
print(testString.extractCustomPattern(r'\bC\w+', unicode: false));

  • [IMPROVEMENT] Following the Dart format for libraries

  • [IMPROVEMENT] Cleaned code base and examples files

  • [IMPROVEMENT] Fixed README

3.3.8 #

  • [BUG_FIX] CoordinateType not set to UTM
  • [BUG_FIX] Change the data types of mean and correlation to num
  • [BROKEN] NumOrWords has been moved into code translators with the same name as Morse code.
  • [BROKEN] MorseCodeTranslator class has been renamed to MorseCode
  • [FEATURE] Added Dataframe class for working with dataframes or tables.
  • [IMPROVEMENT] Removed duplicate functions
  • [IMPROVEMENT] Enhanced combinations and permutations function:
    • The function now generates the actual combinations or permutations of elements, mimicking the behavior of the combinations function in R.
    • Added support for Lists as input for n.
    • Introduced optional func and simplify parameters for applying functions to combinations or permutations and controlling output structure.
    • Improved documentation with clearer explanations, examples, and comments.
  • [IMPROVEMENT] Cleaned code for expressions (symbolic math)
  • [IMPROVEMENT] Added doc-strings to some functions
  • [IMPROVEMENT] Added documentation of Morse code in the ReadMe file
  • [IMPROVEMENT] Fixed README

3.3.7 #

  • Fixed README
  • Added functions

3.3.6 #

  • Fixed bugs
  • Renamed Row, Column, and Diagonal matrices to RowMatrix, ColumnMatrix and DiagonalMatrix repectively

3.3.5 #

  • Added morse code
  • Added more math functions
  • Improved documentation and performance
  • Fixed bugs and aligned code

3.3.4 #

  • Added support for converting number to words
  • Added test for roman numerals.
  • Fixed bugs in Roman numerals
  • Added some string extension (e.g. capitalization, removeSpecialCharacters etc)

3.3.3 #

  • Setting support for expressions
  • Fixed errors in pow for both real and Complex numbers

3.3.2 #

  • Added some math constants
  • Fixed error in angles
  • Fixed error in parsing linear and constant polynomial strings
  • Increased the SDK

3.3.1 #

  • Added Interpolation

3.3.0 #

  • Added ZScore computation
  • Added more functions matrix statistics
  • Added multiple supports for determinant
  • Fixed bugs in Roman numerals
  • Fixed documentation inconsistencies

3.2.4 #

  • Fixed error in angles

3.2.3 #

  • Fixed error in angles conversion

3.2.2 #

  • Improved the checks on roman numerals
  • Added conversion between roman numerals and dates
  • Improved the flexibility in arithmetic with integer, roman strings and roman numbers
  • Fixed README file

3.2.1 #

  • Improved the checks on roman numerals

3.2.0 #

  • Added roman numerals
  • Added trigonometry functions supports to work with complex numbers
  • Added limit
  • Added factors
  • Fixed README file

3.1.0 #

  • Simplified Example file
  • Improved exponents of Complex numbers
  • Fixed bearingTo() in Point to include axis
  • Fixed return type of normalize from Angle
  • Fixed README file

3.0.0 #

  • Added Geometry (Point, line, Circle, Triangle, Polygon, etc.)
  • Added Polynomial (Linear, Quadratic, Cubic, Quartic, Durand-Kerner)
  • Added List and vecctors having same properties
  • Added NumPy's roll
  • Fixed README file

2.1.2 #

  • Fixed complex number outputing wrong string

2.1.1 #

  • Fixed bugs

2.1.0 #

  • Added arguments for diagonal
  • Improved min, max and sum functions with axes
  • Fixed bug with magic matrix not working for singly even numbers (6, 10, 14, 18, 22 etc).
  • Fixed bugs

2.0.2 #

  • Changed the reverse function to flip in matrices
  • Added magic() to the Maatrix constructors
  • Fixed bug in FileIO

2.0.1 #

  • Fixed bug

2.0.0 #

  • Fixed the usage of quantities in the respective computations
  • Implemented support for quantity
  • Fixed Web not supported
  • Fixed range
  • Fixed README

1.0.3 #

  • Fixed bugs
  • Fixed README

1.0.2 #

  • Conversion of angles(radians, degrees, gradients, DMS, and DM)
  • Organized code
  • Fixed bugs
  • Fixed README

1.0.0 #

  • Moved codes and reorganized functions
  • Fixed bugs

0.1.8 #

  • Fixed bugs (in null space)

0.1.7 #

  • Added rescale for both vectors and matrix
  • Improved vector compatibility with lists
  • Added operations on vectors such as expo, sum, prod, etc.
  • Fixed normalize function with options on the norm to use
  • Fixed Norm with options
  • Fixed bugs

0.1.5 #

  • Added support for distance calculation for vectors and matrices
  • Improved consistency in linear algebra
  • Added scale for vector types

0.1.4 #

  • Spercial matrices and vectors their functionalities
  • Fixed spellings in matrix structure properties
  • Added functions partioning of vectors subVector() and getVector()
  • Improved subMatrix() function
  • Fixed README

0.1.2 #

  • Fixed spellings in matrix structure properties
  • Added Vectors, Complex Numbers, and Complex Vectors to README
  • Fixed README

0.1.1 #

  • Fixed README

0.1.0 #

  • Improved indexOf() and random functionalities
  • Fixed README
  • Fixed bugs

0.0.9 #

  • Started benchmarking
  • Implemented matrix form rows and columns
  • Implemented Vectors, Complex nyumbers and Complex Vectors
  • Improved copyFrom() to retain or resize matrices
  • Improved matrix concatenate
  • Fixed README
  • Corrected anonotations
  • Fixed bugs

0.0.8 #

  • Added Exponential, logarithmic, and Matrix power (generalized, not just integer powers)
  • Added support to create from flattened arrays
  • Clean codes
  • Fixed bugs

0.0.7 #

  • Fixed matrix round
  • Fixed corrected README
  • Fixed bugs

0.0.6 #

  • Added matrix broadcast and replicate matrix
  • Added pseudoInverse of a matrix
  • Fixed corrected README
  • Fixed bugs

0.0.5 #

  • Added linear equation solver (cramersRule, ridgeRegression, bareissAlgorithm, inverseMatrix, gaussElimination, gaussJordanElimination, leastSquares, etc.)
  • Added function to compute matrix condition number with both SVD and norm2 approaches.
  • Added matrix decompositions
      • LU decompositions
        • Crout's algorithm
        • Doolittle algorithm
        • Doolittle algorithm with Partial Pivoting
        • Doolittle algorithm with Complete Pivoting
        • Gauss Elimination Method
      • QR decompositions
        • QR decomposition Gram Schmidt
        • QR decomposition Householder
      • LQ decomposition
      • Cholesky Decomposition
      • Eigenvalue Decomposition (incomplete)
      • Singular Value Decomposition
      • Schur Decomposition
  • Added matrix condition
  • Added support for exponential, logarithmic, and trigonometric functions on matrices
  • Added more matrix operations like scale,norm, norm2, l2Norms,
  • Added support for checking matrix properties.
  • Added class for Complex numbers
  • Added support for to auto detect matrix types.
  • Added scaleRow and addRow operations.
  • Implemented new constructors like tridiagonal matrix
  • Modified the Matrix.diagonal() to accept super-diagonal, diagonal, minor diagonals.
  • Implemented Iterator and Iterable interfaces for easy traversal of matrix elements
  • Provide methods to import and export matrices to and from other formats (e.g., CSV, JSON, binary)
  • Fixed bugs

0.0.3 #

  • Improved the arithmetic (+, -, *) functions to work for both scalars and matrices
  • Updated range to create row and column matrices
  • Added updateRow(), updateColumn, insertRow, insertColumn, appendRows, appendColumns
  • Added creating random matrix
  • Added more looks and feel to the toString() method
  • Corrected some wrong calculations
  • Fixed bugs
  • Fix README file

0.0.2 #

  • Added info on the README file.
  • Added more functionalities
  • Fixed bugs
  • Tests now works with most of the functions

0.0.1 #

  • initial release.

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A robust Dart library for comprehensive mathematical programming. Offers expressions, complex numbers, algebra, statistics, angles, and geometry for diverse computations.

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Topics

#translators #algebra-matrix-and-calculus #statistics #geometry #expressions-cas

License

MIT (license)

Dependencies

buffer, characters, dartframe, intl, logging, petitparser

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