LaTeX to CAS translator
This mockup demonstrates the concept of TeX to Computer Algebra System (CAS) conversion.
The demo-application converts LaTeX functions which directly translate to CAS counterparts.
Functions without explicit CAS support are available for translation via a DRMF package (under development).
The following LaTeX input ...
{\displaystyle C_n^{(\alpha)}(x) = \frac{(-1)^n}{2^n n!}\frac{\Gamma(\alpha+\frac{1}{2})\Gamma(n+2\alpha)}{\Gamma(2\alpha)\Gamma(\alpha+n+\frac{1}{2})}(1-x^2)^{-\alpha+1/2}\frac{d^n}{dx^n}\left[(1-x^2)^{n+\alpha-1/2}\right].}
... is translated to the CAS output ...
Semantic latex: \ultrasphpoly{\alpha}{n}@{x} = \frac{(-1)^n}{2^n n!} \frac{\Gamma(\alpha+\frac{1}{2})\Gamma(n+2\alpha)}{\Gamma(2\alpha)\Gamma(\alpha+n+\frac{1}{2})}(1 - x^2)^{-\alpha+1/2} \deriv [n]{ }{x} [(1 - x^2)^{n+\alpha-1/2}]
Confidence: 0.6805
Mathematica
Translation: GegenbauerC[n, \[Alpha], x] == Divide[(- 1)^(n),(2)^(n)* (n)!]*Divide[\[CapitalGamma][\[Alpha]+Divide[1,2]]* \[CapitalGamma][n + 2*\[Alpha]],\[CapitalGamma][2*\[Alpha]]* \[CapitalGamma][\[Alpha]+ n +Divide[1,2]]]*(1 - (x)^(2))^(- \[Alpha]+ 1/2)* D[(1 - (x)^(2))^(n + \[Alpha]- 1/2), {x, n}]
Information
Sub Equations
- GegenbauerC[n, \[Alpha], x] = Divide[(- 1)^(n),(2)^(n)* (n)!]*Divide[\[CapitalGamma][\[Alpha]+Divide[1,2]]* \[CapitalGamma][n + 2*\[Alpha]],\[CapitalGamma][2*\[Alpha]]* \[CapitalGamma][\[Alpha]+ n +Divide[1,2]]]*(1 - (x)^(2))^(- \[Alpha]+ 1/2)* D[(1 - (x)^(2))^(n + \[Alpha]- 1/2), {x, n}]
Free variables
- \[Alpha]
- \[CapitalGamma]
- n
- x
Symbol info
- Ultraspherical Gegenbauer polynomial; Example: \ultrasphpoly{\lambda}{n}@{x}
Will be translated to: GegenbauerC[$1, $0, $2] Relevant links to definitions: DLMF: http://dlmf.nist.gov/18.3#T1.t1.r3 Mathematica: https://reference.wolfram.com/language/ref/GegenbauerC.html
- Derivative; Example: \deriv[n]{f}{x}
Will be translated to: D[$1, {$2, $0}] Relevant links to definitions: DLMF: http://dlmf.nist.gov/1.4#E4 Mathematica: https://reference.wolfram.com/language/ref/D.html
- Could be the second Feigenbaum constant.
But this system doesn't know how to translate it as a constant. It was translated as a general letter.
- Function without DLMF-Definition. We keep it like it is (but delete prefix \ if necessary).
Tests
Symbolic
Test expression: (GegenbauerC[n, \[Alpha], x])-(Divide[(- 1)^(n),(2)^(n)* (n)!]*Divide[\[CapitalGamma]*(\[Alpha]+Divide[1,2])*\[CapitalGamma]*(n + 2*\[Alpha]),\[CapitalGamma]*(2*\[Alpha])*\[CapitalGamma]*(\[Alpha]+ n +Divide[1,2])]*(1 - (x)^(2))^(- \[Alpha]+ 1/2)* D[(1 - (x)^(2))^(n + \[Alpha]- 1/2), {x, n}])
ERROR:
{
"result": "ERROR",
"testTitle": "Simple",
"testExpression": null,
"resultExpression": null,
"wasAborted": false,
"conditionallySuccessful": false
}
Numeric
SymPy
Translation:
Information
Symbol info
- (LaTeX -> SymPy) No translation possible for given token: Cannot extract information from feature set: \ultrasphpoly [\ultrasphpoly]
Tests
Symbolic
Numeric
Maple
Translation: GegenbauerC(n, alpha, x) = ((- 1)^(n))/((2)^(n)* factorial(n))*(Gamma(alpha +(1)/(2))* Gamma(n + 2*alpha))/(Gamma(2*alpha)* Gamma(alpha + n +(1)/(2)))*(1 - (x)^(2))^(- alpha + 1/2)* diff((1 - (x)^(2))^(n + alpha - 1/2), [x$(n)])
Information
Sub Equations
- GegenbauerC(n, alpha, x) = ((- 1)^(n))/((2)^(n)* factorial(n))*(Gamma(alpha +(1)/(2))* Gamma(n + 2*alpha))/(Gamma(2*alpha)* Gamma(alpha + n +(1)/(2)))*(1 - (x)^(2))^(- alpha + 1/2)* diff((1 - (x)^(2))^(n + alpha - 1/2), [x$(n)])
Free variables
- Gamma
- alpha
- n
- x
Symbol info
- Ultraspherical Gegenbauer polynomial; Example: \ultrasphpoly{\lambda}{n}@{x}
Will be translated to: GegenbauerC($1, $0, $2) Relevant links to definitions: DLMF: http://dlmf.nist.gov/18.3#T1.t1.r3 Maple: https://www.maplesoft.com/support/help/maple/view.aspx?path=GegenbauerC
- Derivative; Example: \deriv[n]{f}{x}
Will be translated to: diff($1, [$2$($0)]) Relevant links to definitions: DLMF: http://dlmf.nist.gov/1.4#E4 Maple: https://www.maplesoft.com/support/help/Maple/view.aspx?path=diff
- Could be the second Feigenbaum constant.
But this system doesn't know how to translate it as a constant. It was translated as a general letter.
- Function without DLMF-Definition. We keep it like it is (but delete prefix \ if necessary).
Tests
Symbolic
Numeric
Dependency Graph Information
Includes
Description
- Rodrigues formula
Complete translation information:
{
"id" : "FORMULA_e99ad97ac29599b3a2d06d92cd1f0d85",
"formula" : "C_n^{(\\alpha)}(x) = \\frac{(-1)^n}{2^n n!}\\frac{\\Gamma(\\alpha+\\frac{1}{2})\\Gamma(n+2\\alpha)}{\\Gamma(2\\alpha)\\Gamma(\\alpha+n+\\frac{1}{2})}(1-x^2)^{-\\alpha+1/2}\\frac{d^n}{dx^n}\\left[(1-x^2)^{n+\\alpha-1/2}\\right]",
"semanticFormula" : "\\ultrasphpoly{\\alpha}{n}@{x} = \\frac{(-1)^n}{2^n n!} \\frac{\\Gamma(\\alpha+\\frac{1}{2})\\Gamma(n+2\\alpha)}{\\Gamma(2\\alpha)\\Gamma(\\alpha+n+\\frac{1}{2})}(1 - x^2)^{-\\alpha+1/2} \\deriv [n]{ }{x} [(1 - x^2)^{n+\\alpha-1/2}]",
"confidence" : 0.6805,
"translations" : {
"Mathematica" : {
"translation" : "GegenbauerC[n, \\[Alpha], x] == Divide[(- 1)^(n),(2)^(n)* (n)!]*Divide[\\[CapitalGamma][\\[Alpha]+Divide[1,2]]* \\[CapitalGamma][n + 2*\\[Alpha]],\\[CapitalGamma][2*\\[Alpha]]* \\[CapitalGamma][\\[Alpha]+ n +Divide[1,2]]]*(1 - (x)^(2))^(- \\[Alpha]+ 1/2)* D[(1 - (x)^(2))^(n + \\[Alpha]- 1/2), {x, n}]",
"translationInformation" : {
"subEquations" : [ "GegenbauerC[n, \\[Alpha], x] = Divide[(- 1)^(n),(2)^(n)* (n)!]*Divide[\\[CapitalGamma][\\[Alpha]+Divide[1,2]]* \\[CapitalGamma][n + 2*\\[Alpha]],\\[CapitalGamma][2*\\[Alpha]]* \\[CapitalGamma][\\[Alpha]+ n +Divide[1,2]]]*(1 - (x)^(2))^(- \\[Alpha]+ 1/2)* D[(1 - (x)^(2))^(n + \\[Alpha]- 1/2), {x, n}]" ],
"freeVariables" : [ "\\[Alpha]", "\\[CapitalGamma]", "n", "x" ],
"tokenTranslations" : {
"\\ultrasphpoly" : "Ultraspherical Gegenbauer polynomial; Example: \\ultrasphpoly{\\lambda}{n}@{x}\nWill be translated to: GegenbauerC[$1, $0, $2]\nRelevant links to definitions:\nDLMF: http://dlmf.nist.gov/18.3#T1.t1.r3\nMathematica: https://reference.wolfram.com/language/ref/GegenbauerC.html",
"\\deriv1" : "Derivative; Example: \\deriv[n]{f}{x}\nWill be translated to: D[$1, {$2, $0}]\nRelevant links to definitions:\nDLMF: http://dlmf.nist.gov/1.4#E4\nMathematica: https://reference.wolfram.com/language/ref/D.html",
"\\alpha" : "Could be the second Feigenbaum constant.\nBut this system doesn't know how to translate it as a constant. It was translated as a general letter.\n",
"\\Gamma" : "Function without DLMF-Definition. We keep it like it is (but delete prefix \\ if necessary)."
}
},
"numericResults" : {
"overallResult" : "SKIPPED",
"numberOfTests" : 0,
"numberOfFailedTests" : 0,
"numberOfSuccessfulTests" : 0,
"numberOfSkippedTests" : 0,
"numberOfErrorTests" : 0,
"wasAborted" : false,
"crashed" : false,
"testCalculationsGroups" : [ ]
},
"symbolicResults" : {
"overallResult" : "ERROR",
"numberOfTests" : 1,
"numberOfFailedTests" : 0,
"numberOfSuccessfulTests" : 0,
"numberOfSkippedTests" : 0,
"numberOfErrorTests" : 1,
"crashed" : false,
"testCalculationsGroup" : [ {
"lhs" : "GegenbauerC[n, \\[Alpha], x]",
"rhs" : "Divide[(- 1)^(n),(2)^(n)* (n)!]*Divide[\\[CapitalGamma]*(\\[Alpha]+Divide[1,2])*\\[CapitalGamma]*(n + 2*\\[Alpha]),\\[CapitalGamma]*(2*\\[Alpha])*\\[CapitalGamma]*(\\[Alpha]+ n +Divide[1,2])]*(1 - (x)^(2))^(- \\[Alpha]+ 1/2)* D[(1 - (x)^(2))^(n + \\[Alpha]- 1/2), {x, n}]",
"testExpression" : "(GegenbauerC[n, \\[Alpha], x])-(Divide[(- 1)^(n),(2)^(n)* (n)!]*Divide[\\[CapitalGamma]*(\\[Alpha]+Divide[1,2])*\\[CapitalGamma]*(n + 2*\\[Alpha]),\\[CapitalGamma]*(2*\\[Alpha])*\\[CapitalGamma]*(\\[Alpha]+ n +Divide[1,2])]*(1 - (x)^(2))^(- \\[Alpha]+ 1/2)* D[(1 - (x)^(2))^(n + \\[Alpha]- 1/2), {x, n}])",
"testCalculations" : [ {
"result" : "ERROR",
"testTitle" : "Simple",
"testExpression" : null,
"resultExpression" : null,
"wasAborted" : false,
"conditionallySuccessful" : false
} ]
} ]
}
},
"SymPy" : {
"translation" : "",
"translationInformation" : {
"tokenTranslations" : {
"Error" : "(LaTeX -> SymPy) No translation possible for given token: Cannot extract information from feature set: \\ultrasphpoly [\\ultrasphpoly]"
}
}
},
"Maple" : {
"translation" : "GegenbauerC(n, alpha, x) = ((- 1)^(n))/((2)^(n)* factorial(n))*(Gamma(alpha +(1)/(2))* Gamma(n + 2*alpha))/(Gamma(2*alpha)* Gamma(alpha + n +(1)/(2)))*(1 - (x)^(2))^(- alpha + 1/2)* diff((1 - (x)^(2))^(n + alpha - 1/2), [x$(n)])",
"translationInformation" : {
"subEquations" : [ "GegenbauerC(n, alpha, x) = ((- 1)^(n))/((2)^(n)* factorial(n))*(Gamma(alpha +(1)/(2))* Gamma(n + 2*alpha))/(Gamma(2*alpha)* Gamma(alpha + n +(1)/(2)))*(1 - (x)^(2))^(- alpha + 1/2)* diff((1 - (x)^(2))^(n + alpha - 1/2), [x$(n)])" ],
"freeVariables" : [ "Gamma", "alpha", "n", "x" ],
"tokenTranslations" : {
"\\ultrasphpoly" : "Ultraspherical Gegenbauer polynomial; Example: \\ultrasphpoly{\\lambda}{n}@{x}\nWill be translated to: GegenbauerC($1, $0, $2)\nRelevant links to definitions:\nDLMF: http://dlmf.nist.gov/18.3#T1.t1.r3\nMaple: https://www.maplesoft.com/support/help/maple/view.aspx?path=GegenbauerC",
"\\deriv1" : "Derivative; Example: \\deriv[n]{f}{x}\nWill be translated to: diff($1, [$2$($0)])\nRelevant links to definitions:\nDLMF: http://dlmf.nist.gov/1.4#E4\nMaple: https://www.maplesoft.com/support/help/Maple/view.aspx?path=diff",
"\\alpha" : "Could be the second Feigenbaum constant.\nBut this system doesn't know how to translate it as a constant. It was translated as a general letter.\n",
"\\Gamma" : "Function without DLMF-Definition. We keep it like it is (but delete prefix \\ if necessary)."
}
}
}
},
"positions" : [ {
"section" : 1,
"sentence" : 11,
"word" : 7
} ],
"includes" : [ "C_{n}^{(\\alpha)}(x)", "(1 -x^{2})^{\\alpha-1/2}", "\\alpha", "n", "\\mathbf{R}^{n}" ],
"isPartOf" : [ ],
"definiens" : [ {
"definition" : "Rodrigues formula",
"score" : 0.722
} ]
}