LaTeX to CAS translator

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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 \begin{align} \mathbf{H}_{\alpha -1}(x) + \mathbf{H}_{\alpha+1}(x) &= \frac{2\alpha}{x} \mathbf{H}_\alpha (x) + \frac{\left (\frac{x}{2}\right)^{\alpha}}{\sqrt{\pi}\Gamma \left (\alpha + \frac{3}{2} \right )}, \\ \mathbf{H}_{\alpha -1}(x) - \mathbf{H}_{\alpha+1}(x) &= 2 \frac{d}{dx} \left (\mathbf{H}_\alpha(x) \right) - \frac{ \left( \frac{x}{2} \right)^\alpha}{\sqrt{\pi}\Gamma \left (\alpha + \frac{3}{2} \right )}. \end{align}}

... is translated to the CAS output ...

Semantic latex: \begin{align}\StruveH{\alpha -1}@{x} + \StruveH{\alpha+1}@{x} &= \frac{2\alpha}{x} \StruveH{\alpha}@{x} + \frac{(\frac{x}{2})^{\alpha}}{\sqrt{\cpi} \EulerGamma@{\alpha + \frac{3}{2}}} , \\ \StruveH{\alpha -1}@{x} - \StruveH{\alpha+1}@{x} &= 2 \deriv [1]{ }{x}(\StruveH{\alpha}@{x}) - \frac{(\frac{x}{2})^\alpha{\sqrt{\cpi} \EulerGamma@{\alpha + \frac{3}{2}}}} .\end{align}

Confidence: 0.66012076646182

Mathematica

Translation: StruveH[\[Alpha]- 1, x]+ StruveH[\[Alpha]+ 1, x] == Divide[2*\[Alpha],x]*StruveH[\[Alpha], x]+Divide[(Divide[x,2])^\[Alpha],Sqrt[Pi]*Gamma[\[Alpha]+Divide[3,2]]] StruveH[\[Alpha]- 1, x]- StruveH[\[Alpha]+ 1, x] == 2*D[(StruveH[\[Alpha], x])-Divide[(Divide[x,2])^\[Alpha]*Sqrt[Pi]*Gamma[\[Alpha]+Divide[3,2]],], {x, 1}]

Information

Sub Equations

  • StruveH[\[Alpha]- 1, x]+ StruveH[\[Alpha]+ 1, x] = Divide[2*\[Alpha],x]*StruveH[\[Alpha], x]+Divide[(Divide[x,2])^\[Alpha],Sqrt[Pi]*Gamma[\[Alpha]+Divide[3,2]]]
  • StruveH[\[Alpha]- 1, x]- StruveH[\[Alpha]+ 1, x] = 2*D[(StruveH[\[Alpha], x])-Divide[(Divide[x,2])^\[Alpha]*Sqrt[Pi]*Gamma[\[Alpha]+Divide[3,2]],], {x, 1}]

Free variables

  • \[Alpha]
  • x

Symbol info

  • Struve function; Example: \StruveH{\nu}@{z}

Will be translated to: StruveH[$0, $1] Relevant links to definitions: DLMF: http://dlmf.nist.gov/11.2#E1 Mathematica: https://reference.wolfram.com/language/ref/StruveH.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

  • Pi was translated to: Pi
  • 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.

  • Euler Gamma function; Example: \EulerGamma@{z}

Will be translated to: Gamma[$0] Relevant links to definitions: DLMF: http://dlmf.nist.gov/5.2#E1 Mathematica: https://reference.wolfram.com/language/ref/Gamma.html

Tests

Symbolic

Test expression: (StruveH[\[Alpha]- 1, x]+ StruveH[\[Alpha]+ 1, x])-(Divide[2*\[Alpha],x]*StruveH[\[Alpha], x]+Divide[(Divide[x,2])^\[Alpha],Sqrt[Pi]*Gamma[\[Alpha]+Divide[3,2]]])

ERROR:

{
    "result": "ERROR",
    "testTitle": "Simple",
    "testExpression": null,
    "resultExpression": null,
    "wasAborted": false,
    "conditionallySuccessful": false
}

Test expression: (StruveH[\[Alpha]- 1, x]- StruveH[\[Alpha]+ 1, x])-(2*D[(StruveH[\[Alpha], x])-Divide[(Divide[x,2])^\[Alpha]*Sqrt[Pi]*Gamma[\[Alpha]+Divide[3,2]],], {x, 1}])

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: \StruveH [\StruveH]

Tests

Symbolic
Numeric

Maple

Translation: StruveH(alpha - 1, x)+ StruveH(alpha + 1, x) = (2*alpha)/(x)*StruveH(alpha, x)+(((x)/(2))^(alpha))/(sqrt(Pi)*GAMMA(alpha +(3)/(2))); StruveH(alpha - 1, x)- StruveH(alpha + 1, x) = 2*diff((StruveH(alpha, x))-(((x)/(2))^(alpha)*sqrt(Pi)*GAMMA(alpha +(3)/(2)))/(), [x$(1)])

Information

Sub Equations

  • StruveH(alpha - 1, x)+ StruveH(alpha + 1, x) = (2*alpha)/(x)*StruveH(alpha, x)+(((x)/(2))^(alpha))/(sqrt(Pi)*GAMMA(alpha +(3)/(2)))
  • StruveH(alpha - 1, x)- StruveH(alpha + 1, x) = 2*diff((StruveH(alpha, x))-(((x)/(2))^(alpha)*sqrt(Pi)*GAMMA(alpha +(3)/(2)))/(), [x$(1)])

Free variables

  • alpha
  • x

Symbol info

  • Struve function; Example: \StruveH{\nu}@{z}

Will be translated to: StruveH($0, $1) Relevant links to definitions: DLMF: http://dlmf.nist.gov/11.2#E1 Maple: https://www.maplesoft.com/support/help/maple/view.aspx?path=StruveH

  • 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

  • Pi was translated to: Pi
  • 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.

  • Euler Gamma function; Example: \EulerGamma@{z}

Will be translated to: GAMMA($0) Relevant links to definitions: DLMF: http://dlmf.nist.gov/5.2#E1 Maple: https://www.maplesoft.com/support/help/maple/view.aspx?path=GAMMA

Tests

Symbolic
Numeric

Dependency Graph Information

Includes

Is part of

Complete translation information:

{
  "id" : "FORMULA_bb3a0a81a718747763efe1de1aaebfc8",
  "formula" : "\\begin{align}\n\\mathbf{H}_{\\alpha -1}(x) + \\mathbf{H}_{\\alpha+1}(x) &= \\frac{2\\alpha}{x} \\mathbf{H}_\\alpha (x) + \\frac{\\left (\\frac{x}{2}\\right)^{\\alpha}}{\\sqrt{\\pi}\\Gamma \\left (\\alpha + \\frac{3}{2} \\right )}, \\\\\n\\mathbf{H}_{\\alpha -1}(x) - \\mathbf{H}_{\\alpha+1}(x) &= 2 \\frac{d}{dx} \\left (\\mathbf{H}_\\alpha(x) \\right) - \\frac{ \\left( \\frac{x}{2} \\right)^\\alpha}{\\sqrt{\\pi}\\Gamma \\left (\\alpha + \\frac{3}{2} \\right )}.\n\\end{align}",
  "semanticFormula" : "\\begin{align}\\StruveH{\\alpha -1}@{x} + \\StruveH{\\alpha+1}@{x} &= \\frac{2\\alpha}{x} \\StruveH{\\alpha}@{x} + \\frac{(\\frac{x}{2})^{\\alpha}}{\\sqrt{\\cpi} \\EulerGamma@{\\alpha + \\frac{3}{2}}} , \\\\ \\StruveH{\\alpha -1}@{x} - \\StruveH{\\alpha+1}@{x} &= 2 \\deriv [1]{ }{x}(\\StruveH{\\alpha}@{x}) - \\frac{(\\frac{x}{2})^\\alpha{\\sqrt{\\cpi} \\EulerGamma@{\\alpha + \\frac{3}{2}}}} .\\end{align}",
  "confidence" : 0.6601207664618238,
  "translations" : {
    "Mathematica" : {
      "translation" : "StruveH[\\[Alpha]- 1, x]+ StruveH[\\[Alpha]+ 1, x] == Divide[2*\\[Alpha],x]*StruveH[\\[Alpha], x]+Divide[(Divide[x,2])^\\[Alpha],Sqrt[Pi]*Gamma[\\[Alpha]+Divide[3,2]]]\nStruveH[\\[Alpha]- 1, x]- StruveH[\\[Alpha]+ 1, x] == 2*D[(StruveH[\\[Alpha], x])-Divide[(Divide[x,2])^\\[Alpha]*Sqrt[Pi]*Gamma[\\[Alpha]+Divide[3,2]],], {x, 1}]",
      "translationInformation" : {
        "subEquations" : [ "StruveH[\\[Alpha]- 1, x]+ StruveH[\\[Alpha]+ 1, x] = Divide[2*\\[Alpha],x]*StruveH[\\[Alpha], x]+Divide[(Divide[x,2])^\\[Alpha],Sqrt[Pi]*Gamma[\\[Alpha]+Divide[3,2]]]", "StruveH[\\[Alpha]- 1, x]- StruveH[\\[Alpha]+ 1, x] = 2*D[(StruveH[\\[Alpha], x])-Divide[(Divide[x,2])^\\[Alpha]*Sqrt[Pi]*Gamma[\\[Alpha]+Divide[3,2]],], {x, 1}]" ],
        "freeVariables" : [ "\\[Alpha]", "x" ],
        "tokenTranslations" : {
          "\\StruveH" : "Struve function; Example: \\StruveH{\\nu}@{z}\nWill be translated to: StruveH[$0, $1]\nRelevant links to definitions:\nDLMF:         http://dlmf.nist.gov/11.2#E1\nMathematica:  https://reference.wolfram.com/language/ref/StruveH.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",
          "\\cpi" : "Pi was translated to: Pi",
          "\\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",
          "\\EulerGamma" : "Euler Gamma function; Example: \\EulerGamma@{z}\nWill be translated to: Gamma[$0]\nRelevant links to definitions:\nDLMF:         http://dlmf.nist.gov/5.2#E1\nMathematica:  https://reference.wolfram.com/language/ref/Gamma.html"
        }
      },
      "numericResults" : {
        "overallResult" : "SKIPPED",
        "numberOfTests" : 0,
        "numberOfFailedTests" : 0,
        "numberOfSuccessfulTests" : 0,
        "numberOfSkippedTests" : 0,
        "numberOfErrorTests" : 0,
        "wasAborted" : false,
        "crashed" : false,
        "testCalculationsGroups" : [ ]
      },
      "symbolicResults" : {
        "overallResult" : "ERROR",
        "numberOfTests" : 2,
        "numberOfFailedTests" : 0,
        "numberOfSuccessfulTests" : 0,
        "numberOfSkippedTests" : 0,
        "numberOfErrorTests" : 2,
        "crashed" : false,
        "testCalculationsGroup" : [ {
          "lhs" : "StruveH[\\[Alpha]- 1, x]+ StruveH[\\[Alpha]+ 1, x]",
          "rhs" : "Divide[2*\\[Alpha],x]*StruveH[\\[Alpha], x]+Divide[(Divide[x,2])^\\[Alpha],Sqrt[Pi]*Gamma[\\[Alpha]+Divide[3,2]]]",
          "testExpression" : "(StruveH[\\[Alpha]- 1, x]+ StruveH[\\[Alpha]+ 1, x])-(Divide[2*\\[Alpha],x]*StruveH[\\[Alpha], x]+Divide[(Divide[x,2])^\\[Alpha],Sqrt[Pi]*Gamma[\\[Alpha]+Divide[3,2]]])",
          "testCalculations" : [ {
            "result" : "ERROR",
            "testTitle" : "Simple",
            "testExpression" : null,
            "resultExpression" : null,
            "wasAborted" : false,
            "conditionallySuccessful" : false
          } ]
        }, {
          "lhs" : "StruveH[\\[Alpha]- 1, x]- StruveH[\\[Alpha]+ 1, x]",
          "rhs" : "2*D[(StruveH[\\[Alpha], x])-Divide[(Divide[x,2])^\\[Alpha]*Sqrt[Pi]*Gamma[\\[Alpha]+Divide[3,2]],], {x, 1}]",
          "testExpression" : "(StruveH[\\[Alpha]- 1, x]- StruveH[\\[Alpha]+ 1, x])-(2*D[(StruveH[\\[Alpha], x])-Divide[(Divide[x,2])^\\[Alpha]*Sqrt[Pi]*Gamma[\\[Alpha]+Divide[3,2]],], {x, 1}])",
          "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: \\StruveH [\\StruveH]"
        }
      }
    },
    "Maple" : {
      "translation" : "StruveH(alpha - 1, x)+ StruveH(alpha + 1, x) = (2*alpha)/(x)*StruveH(alpha, x)+(((x)/(2))^(alpha))/(sqrt(Pi)*GAMMA(alpha +(3)/(2))); StruveH(alpha - 1, x)- StruveH(alpha + 1, x) = 2*diff((StruveH(alpha, x))-(((x)/(2))^(alpha)*sqrt(Pi)*GAMMA(alpha +(3)/(2)))/(), [x$(1)])",
      "translationInformation" : {
        "subEquations" : [ "StruveH(alpha - 1, x)+ StruveH(alpha + 1, x) = (2*alpha)/(x)*StruveH(alpha, x)+(((x)/(2))^(alpha))/(sqrt(Pi)*GAMMA(alpha +(3)/(2)))", "StruveH(alpha - 1, x)- StruveH(alpha + 1, x) = 2*diff((StruveH(alpha, x))-(((x)/(2))^(alpha)*sqrt(Pi)*GAMMA(alpha +(3)/(2)))/(), [x$(1)])" ],
        "freeVariables" : [ "alpha", "x" ],
        "tokenTranslations" : {
          "\\StruveH" : "Struve function; Example: \\StruveH{\\nu}@{z}\nWill be translated to: StruveH($0, $1)\nRelevant links to definitions:\nDLMF:  http://dlmf.nist.gov/11.2#E1\nMaple: https://www.maplesoft.com/support/help/maple/view.aspx?path=StruveH",
          "\\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",
          "\\cpi" : "Pi was translated to: Pi",
          "\\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",
          "\\EulerGamma" : "Euler Gamma function; Example: \\EulerGamma@{z}\nWill be translated to: GAMMA($0)\nRelevant links to definitions:\nDLMF:  http://dlmf.nist.gov/5.2#E1\nMaple: https://www.maplesoft.com/support/help/maple/view.aspx?path=GAMMA"
        }
      }
    }
  },
  "positions" : [ ],
  "includes" : [ "\\mathbf{K}_\\alpha(x)", "\\alpha", "\\Gamma(z)", "\\mathbf{H}_{\\alpha}(x)", "\\mathbf{L}_{\\alpha}(x)", "x", "\\mathbf{H}_{\\alpha}(z)", "Y_{\\alpha}(x)", "\\mathbf{M}_\\alpha(x)", "\\begin{align}\\mathbf{H}_{\\alpha -1}(x) + \\mathbf{H}_{\\alpha+1}(x) &= \\frac{2\\alpha}{x} \\mathbf{H}_\\alpha (x) + \\frac{\\left (\\frac{x}{2}\\right)^{\\alpha}}{\\sqrt{\\pi}\\Gamma \\left (\\alpha + \\frac{3}{2} \\right )}, \\\\\\mathbf{H}_{\\alpha -1}(x) - \\mathbf{H}_{\\alpha+1}(x) &= 2 \\frac{d}{dx} \\left (\\mathbf{H}_\\alpha(x) \\right) - \\frac{ \\left( \\frac{x}{2} \\right)^\\alpha}{\\sqrt{\\pi}\\Gamma \\left (\\alpha + \\frac{3}{2} \\right )}.\\end{align}" ],
  "isPartOf" : [ "\\begin{align}\\mathbf{H}_{\\alpha -1}(x) + \\mathbf{H}_{\\alpha+1}(x) &= \\frac{2\\alpha}{x} \\mathbf{H}_\\alpha (x) + \\frac{\\left (\\frac{x}{2}\\right)^{\\alpha}}{\\sqrt{\\pi}\\Gamma \\left (\\alpha + \\frac{3}{2} \\right )}, \\\\\\mathbf{H}_{\\alpha -1}(x) - \\mathbf{H}_{\\alpha+1}(x) &= 2 \\frac{d}{dx} \\left (\\mathbf{H}_\\alpha(x) \\right) - \\frac{ \\left( \\frac{x}{2} \\right)^\\alpha}{\\sqrt{\\pi}\\Gamma \\left (\\alpha + \\frac{3}{2} \\right )}.\\end{align}" ],
  "definiens" : [ ]
}

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