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 z\mathbf{J}_{\nu-1}(z)+z\mathbf{J}_{\nu+1}(z)=2\nu\mathbf{J}_\nu(z)-\frac{2\sin\pi\nu}{\pi}}
... is translated to the CAS output ...
Semantic latex: z \AngerJ{\nu-1}@{z} + z \AngerJ{\nu+1}@{z} = 2 \nu \AngerJ{\nu}@{z} - \frac{2 \sin \cpi \nu}{\cpi}
Confidence: 0.88957271447778
Mathematica
Translation: z*AngerJ[\[Nu]- 1, z]+ z*AngerJ[\[Nu]+ 1, z] == 2*\[Nu]*AngerJ[\[Nu], z]-Divide[2*Sin[Pi]*\[Nu],Pi]
Information
Sub Equations
- z*AngerJ[\[Nu]- 1, z]+ z*AngerJ[\[Nu]+ 1, z] = 2*\[Nu]*AngerJ[\[Nu], z]-Divide[2*Sin[Pi]*\[Nu],Pi]
Free variables
- \[Nu]
- z
Symbol info
- Anger function; Example: \AngerJ{v}@{z}
Will be translated to: AngerJ[$0, $1] Relevant links to definitions: DLMF: http://dlmf.nist.gov/11.10#E1 Mathematica: https://reference.wolfram.com/language/ref/AngerJ.html
- Pi was translated to: Pi
- Sine; Example: \sin@@{z}
Will be translated to: Sin[$0] Relevant links to definitions: DLMF: http://dlmf.nist.gov/4.14#E1 Mathematica: https://reference.wolfram.com/language/ref/Sin.html
Tests
Symbolic
Test expression: (z*AngerJ[\[Nu]- 1, z]+ z*AngerJ[\[Nu]+ 1, z])-(2*\[Nu]*AngerJ[\[Nu], z]-Divide[2*Sin[Pi]*\[Nu],Pi])
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: \AngerJ [\AngerJ]
Tests
Symbolic
Numeric
Maple
Translation: z*AngerJ(nu - 1, z)+ z*AngerJ(nu + 1, z) = 2*nu*AngerJ(nu, z)-(2*sin(Pi)*nu)/(Pi)
Information
Sub Equations
- z*AngerJ(nu - 1, z)+ z*AngerJ(nu + 1, z) = 2*nu*AngerJ(nu, z)-(2*sin(Pi)*nu)/(Pi)
Free variables
- nu
- z
Symbol info
- Anger function; Example: \AngerJ{v}@{z}
Will be translated to: AngerJ($0, $1) Relevant links to definitions: DLMF: http://dlmf.nist.gov/11.10#E1 Maple: https://www.maplesoft.com/support/help/maple/view.aspx?path=AngerJ
- Pi was translated to: Pi
- Sine; Example: \sin@@{z}
Will be translated to: sin($0) Relevant links to definitions: DLMF: http://dlmf.nist.gov/4.14#E1 Maple: https://www.maplesoft.com/support/help/maple/view.aspx?path=sin
Tests
Symbolic
Numeric
Dependency Graph Information
Includes
Description
- inhomogeneous form of recurrence relation
- Anger function
- Weber function
Complete translation information:
{
"id" : "FORMULA_d78016f4287d5d2c9cfb77ef07bc67f9",
"formula" : "z\\mathbf{J}_{\\nu-1}(z)+z\\mathbf{J}_{\\nu+1}(z)=2\\nu\\mathbf{J}_\\nu(z)-\\frac{2\\sin\\pi\\nu}{\\pi}",
"semanticFormula" : "z \\AngerJ{\\nu-1}@{z} + z \\AngerJ{\\nu+1}@{z} = 2 \\nu \\AngerJ{\\nu}@{z} - \\frac{2 \\sin \\cpi \\nu}{\\cpi}",
"confidence" : 0.8895727144777772,
"translations" : {
"Mathematica" : {
"translation" : "z*AngerJ[\\[Nu]- 1, z]+ z*AngerJ[\\[Nu]+ 1, z] == 2*\\[Nu]*AngerJ[\\[Nu], z]-Divide[2*Sin[Pi]*\\[Nu],Pi]",
"translationInformation" : {
"subEquations" : [ "z*AngerJ[\\[Nu]- 1, z]+ z*AngerJ[\\[Nu]+ 1, z] = 2*\\[Nu]*AngerJ[\\[Nu], z]-Divide[2*Sin[Pi]*\\[Nu],Pi]" ],
"freeVariables" : [ "\\[Nu]", "z" ],
"tokenTranslations" : {
"\\AngerJ" : "Anger function; Example: \\AngerJ{v}@{z}\nWill be translated to: AngerJ[$0, $1]\nRelevant links to definitions:\nDLMF: http://dlmf.nist.gov/11.10#E1\nMathematica: https://reference.wolfram.com/language/ref/AngerJ.html",
"\\cpi" : "Pi was translated to: Pi",
"\\sin" : "Sine; Example: \\sin@@{z}\nWill be translated to: Sin[$0]\nRelevant links to definitions:\nDLMF: http://dlmf.nist.gov/4.14#E1\nMathematica: https://reference.wolfram.com/language/ref/Sin.html"
}
},
"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" : "z*AngerJ[\\[Nu]- 1, z]+ z*AngerJ[\\[Nu]+ 1, z]",
"rhs" : "2*\\[Nu]*AngerJ[\\[Nu], z]-Divide[2*Sin[Pi]*\\[Nu],Pi]",
"testExpression" : "(z*AngerJ[\\[Nu]- 1, z]+ z*AngerJ[\\[Nu]+ 1, z])-(2*\\[Nu]*AngerJ[\\[Nu], z]-Divide[2*Sin[Pi]*\\[Nu],Pi])",
"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: \\AngerJ [\\AngerJ]"
}
}
},
"Maple" : {
"translation" : "z*AngerJ(nu - 1, z)+ z*AngerJ(nu + 1, z) = 2*nu*AngerJ(nu, z)-(2*sin(Pi)*nu)/(Pi)",
"translationInformation" : {
"subEquations" : [ "z*AngerJ(nu - 1, z)+ z*AngerJ(nu + 1, z) = 2*nu*AngerJ(nu, z)-(2*sin(Pi)*nu)/(Pi)" ],
"freeVariables" : [ "nu", "z" ],
"tokenTranslations" : {
"\\AngerJ" : "Anger function; Example: \\AngerJ{v}@{z}\nWill be translated to: AngerJ($0, $1)\nRelevant links to definitions:\nDLMF: http://dlmf.nist.gov/11.10#E1\nMaple: https://www.maplesoft.com/support/help/maple/view.aspx?path=AngerJ",
"\\cpi" : "Pi was translated to: Pi",
"\\sin" : "Sine; Example: \\sin@@{z}\nWill be translated to: sin($0)\nRelevant links to definitions:\nDLMF: http://dlmf.nist.gov/4.14#E1\nMaple: https://www.maplesoft.com/support/help/maple/view.aspx?path=sin"
}
}
}
},
"positions" : [ {
"section" : 4,
"sentence" : 0,
"word" : 10
} ],
"includes" : [ "J_{\\nu}", "\\mathbf{J}_{\\nu}", "\\nu" ],
"isPartOf" : [ ],
"definiens" : [ {
"definition" : "inhomogeneous form of recurrence relation",
"score" : 0.8869384888466118
}, {
"definition" : "Anger function",
"score" : 0.6687181434333315
}, {
"definition" : "Weber function",
"score" : 0.6687181434333315
} ]
}