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} k(\theta) &= \pi^{-\frac{1}{2}} \sin^{-\alpha-\frac{1}{2}} \tfrac{\theta}{2} \cos^{-\beta-\frac{1}{2}} \tfrac{\theta}{2},\\ N &= n + \tfrac{1}{2} (\alpha+\beta+1),\\ \gamma &= - \tfrac{\pi}{2} \left (\alpha + \tfrac{1}{2} \right ), \end{align} }

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

Semantic latex: \begin{align}k(\theta) &= \cpi^{-\frac{1}{2}} \sin^{-\alpha-\frac{1}{2}} \tfrac{\theta}{2} \cos^{-\beta-\frac{1}{2}} \tfrac{\theta}{2} , \\ N &= n + \tfrac{1}{2} (\alpha+\beta+1), \\ \gamma &= - \tfrac{\cpi}{2}(\alpha + \tfrac{1}{2}) ,\end{align}

Confidence: 0

Mathematica

Translation: k[\[Theta]] == (Pi)^(-Divide[1,2])* (Sin[Divide[\[Theta],2]])^(- \[Alpha]-Divide[1,2])* (Cos[Divide[\[Theta],2]])^(- \[Beta]-Divide[1,2]) N == n +Divide[1,2]*(\[Alpha]+ \[Beta]+ 1) \[Gamma] == -Divide[Pi,2]*(\[Alpha]+Divide[1,2])

Information

Sub Equations

  • k[\[Theta]] = (Pi)^(-Divide[1,2])* (Sin[Divide[\[Theta],2]])^(- \[Alpha]-Divide[1,2])* (Cos[Divide[\[Theta],2]])^(- \[Beta]-Divide[1,2])
  • N = n +Divide[1,2]*(\[Alpha]+ \[Beta]+ 1)
  • \[Gamma] = -Divide[Pi,2]*(\[Alpha]+Divide[1,2])

Free variables

  • N
  • \[Alpha]
  • \[Beta]
  • \[Gamma]
  • \[Theta]
  • n

Symbol info

  • Cosine; Example: \cos@@{z}

Will be translated to: Cos[$0] Relevant links to definitions: DLMF: http://dlmf.nist.gov/4.14#E2 Mathematica: https://reference.wolfram.com/language/ref/Cos.html

  • Function without DLMF-Definition. We keep it like it is (but delete prefix \ if necessary).
  • Pi was translated to: Pi
  • Could be the Euler-Mascheroni constant.

But it is also a Greek letter. Be aware, that this program translated the letter as a normal Greek letter and not as a constant! Use the DLMF-Macro \EulerConstant to translate \gamma as a constant.

  • 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.

  • 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: (k*(\[Theta]))-((Pi)^(-Divide[1,2])* (Sin[Divide[\[Theta],2]])^(- \[Alpha]-Divide[1,2])* (Cos[Divide[\[Theta],2]])^(- \[Beta]-Divide[1,2]))

ERROR:

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

Test expression: (N)-(n +Divide[1,2]*(\[Alpha]+ \[Beta]+ 1))

ERROR:

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

Test expression: (\[Gamma])-(-Divide[Pi,2]*(\[Alpha]+Divide[1,2]))

ERROR:

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

SymPy

Translation: k(Symbol('theta')) == (pi)**(-(1)/(2))* (sin((Symbol('theta'))/(2)))**(- Symbol('alpha')-(1)/(2))* (cos((Symbol('theta'))/(2)))**(- Symbol('beta')-(1)/(2)) N == n +(1)/(2)*(Symbol('alpha')+ Symbol('beta')+ 1) Symbol('gamma') == -(pi)/(2)*(Symbol('alpha')+(1)/(2))

Information

Sub Equations

  • k(Symbol('theta')) = (pi)**(-(1)/(2))* (sin((Symbol('theta'))/(2)))**(- Symbol('alpha')-(1)/(2))* (cos((Symbol('theta'))/(2)))**(- Symbol('beta')-(1)/(2))
  • N = n +(1)/(2)*(Symbol('alpha')+ Symbol('beta')+ 1)
  • Symbol('gamma') = -(pi)/(2)*(Symbol('alpha')+(1)/(2))

Free variables

  • N
  • Symbol('alpha')
  • Symbol('beta')
  • Symbol('gamma')
  • Symbol('theta')
  • n

Symbol info

  • Cosine; Example: \cos@@{z}

Will be translated to: cos($0) Relevant links to definitions: DLMF: http://dlmf.nist.gov/4.14#E2 SymPy: https://docs.sympy.org/latest/modules/functions/elementary.html#cos

  • Function without DLMF-Definition. We keep it like it is (but delete prefix \ if necessary).
  • Pi was translated to: pi
  • Could be the Euler-Mascheroni constant.

But it is also a Greek letter. Be aware, that this program translated the letter as a normal Greek letter and not as a constant! Use the DLMF-Macro \EulerConstant to translate \gamma as a constant.

  • 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.

  • Sine; Example: \sin@@{z}

Will be translated to: sin($0) Relevant links to definitions: DLMF: http://dlmf.nist.gov/4.14#E1 SymPy: https://docs.sympy.org/latest/modules/functions/elementary.html#sin

Tests

Symbolic
Numeric

Maple

Translation: k(theta) = (Pi)^(-(1)/(2))* (sin((theta)/(2)))^(- alpha -(1)/(2))* (cos((theta)/(2)))^(- beta -(1)/(2)); N = n +(1)/(2)*(alpha + beta + 1); gamma = -(Pi)/(2)*(alpha +(1)/(2))

Information

Sub Equations

  • k(theta) = (Pi)^(-(1)/(2))* (sin((theta)/(2)))^(- alpha -(1)/(2))* (cos((theta)/(2)))^(- beta -(1)/(2))
  • N = n +(1)/(2)*(alpha + beta + 1)
  • gamma = -(Pi)/(2)*(alpha +(1)/(2))

Free variables

  • N
  • alpha
  • beta
  • gamma
  • n
  • theta

Symbol info

  • Cosine; Example: \cos@@{z}

Will be translated to: cos($0) Relevant links to definitions: DLMF: http://dlmf.nist.gov/4.14#E2 Maple: https://www.maplesoft.com/support/help/maple/view.aspx?path=cos

  • Function without DLMF-Definition. We keep it like it is (but delete prefix \ if necessary).
  • Pi was translated to: Pi
  • Could be the Euler-Mascheroni constant.

But it is also a Greek letter. Be aware, that this program translated the letter as a normal Greek letter and not as a constant! Use the DLMF-Macro \EulerConstant to translate \gamma as a constant.

  • 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.

  • 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

Is part of

Complete translation information:

{
  "id" : "FORMULA_6b3d79ce0548525e04dceb2fef4db79b",
  "formula" : "\\begin{align}\nk(\\theta) &= \\pi^{-\\frac{1}{2}} \\sin^{-\\alpha-\\frac{1}{2}} \\tfrac{\\theta}{2} \\cos^{-\\beta-\\frac{1}{2}} \\tfrac{\\theta}{2},\\\\\nN &= n + \\tfrac{1}{2} (\\alpha+\\beta+1),\\\\\n\\gamma &= - \\tfrac{\\pi}{2} \\left (\\alpha + \\tfrac{1}{2} \\right ),\n\\end{align}",
  "semanticFormula" : "\\begin{align}k(\\theta) &= \\cpi^{-\\frac{1}{2}} \\sin^{-\\alpha-\\frac{1}{2}} \\tfrac{\\theta}{2} \\cos^{-\\beta-\\frac{1}{2}} \\tfrac{\\theta}{2} , \\\\ N &= n + \\tfrac{1}{2} (\\alpha+\\beta+1), \\\\ \\gamma &= - \\tfrac{\\cpi}{2}(\\alpha + \\tfrac{1}{2}) ,\\end{align}",
  "confidence" : 0.0,
  "translations" : {
    "Mathematica" : {
      "translation" : "k[\\[Theta]] == (Pi)^(-Divide[1,2])* (Sin[Divide[\\[Theta],2]])^(- \\[Alpha]-Divide[1,2])* (Cos[Divide[\\[Theta],2]])^(- \\[Beta]-Divide[1,2])\nN == n +Divide[1,2]*(\\[Alpha]+ \\[Beta]+ 1)\n\\[Gamma] == -Divide[Pi,2]*(\\[Alpha]+Divide[1,2])",
      "translationInformation" : {
        "subEquations" : [ "k[\\[Theta]] = (Pi)^(-Divide[1,2])* (Sin[Divide[\\[Theta],2]])^(- \\[Alpha]-Divide[1,2])* (Cos[Divide[\\[Theta],2]])^(- \\[Beta]-Divide[1,2])", "N = n +Divide[1,2]*(\\[Alpha]+ \\[Beta]+ 1)", "\\[Gamma] = -Divide[Pi,2]*(\\[Alpha]+Divide[1,2])" ],
        "freeVariables" : [ "N", "\\[Alpha]", "\\[Beta]", "\\[Gamma]", "\\[Theta]", "n" ],
        "tokenTranslations" : {
          "\\cos" : "Cosine; Example: \\cos@@{z}\nWill be translated to: Cos[$0]\nRelevant links to definitions:\nDLMF:         http://dlmf.nist.gov/4.14#E2\nMathematica:  https://reference.wolfram.com/language/ref/Cos.html",
          "k" : "Function without DLMF-Definition. We keep it like it is (but delete prefix \\ if necessary).",
          "\\cpi" : "Pi was translated to: Pi",
          "\\gamma" : "Could be the Euler-Mascheroni constant.\nBut it is also a Greek letter. Be aware, that this program translated the letter as a normal Greek letter and not as a constant!\nUse the DLMF-Macro \\EulerConstant to translate \\gamma as a constant.\n",
          "\\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",
          "\\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" : 3,
        "numberOfFailedTests" : 0,
        "numberOfSuccessfulTests" : 0,
        "numberOfSkippedTests" : 0,
        "numberOfErrorTests" : 3,
        "crashed" : false,
        "testCalculationsGroup" : [ {
          "lhs" : "k*(\\[Theta])",
          "rhs" : "(Pi)^(-Divide[1,2])* (Sin[Divide[\\[Theta],2]])^(- \\[Alpha]-Divide[1,2])* (Cos[Divide[\\[Theta],2]])^(- \\[Beta]-Divide[1,2])",
          "testExpression" : "(k*(\\[Theta]))-((Pi)^(-Divide[1,2])* (Sin[Divide[\\[Theta],2]])^(- \\[Alpha]-Divide[1,2])* (Cos[Divide[\\[Theta],2]])^(- \\[Beta]-Divide[1,2]))",
          "testCalculations" : [ {
            "result" : "ERROR",
            "testTitle" : "Simple",
            "testExpression" : null,
            "resultExpression" : null,
            "wasAborted" : false,
            "conditionallySuccessful" : false
          } ]
        }, {
          "lhs" : "N",
          "rhs" : "n +Divide[1,2]*(\\[Alpha]+ \\[Beta]+ 1)",
          "testExpression" : "(N)-(n +Divide[1,2]*(\\[Alpha]+ \\[Beta]+ 1))",
          "testCalculations" : [ {
            "result" : "ERROR",
            "testTitle" : "Simple",
            "testExpression" : null,
            "resultExpression" : null,
            "wasAborted" : false,
            "conditionallySuccessful" : false
          } ]
        }, {
          "lhs" : "\\[Gamma]",
          "rhs" : "-Divide[Pi,2]*(\\[Alpha]+Divide[1,2])",
          "testExpression" : "(\\[Gamma])-(-Divide[Pi,2]*(\\[Alpha]+Divide[1,2]))",
          "testCalculations" : [ {
            "result" : "ERROR",
            "testTitle" : "Simple",
            "testExpression" : null,
            "resultExpression" : null,
            "wasAborted" : false,
            "conditionallySuccessful" : false
          } ]
        } ]
      }
    },
    "SymPy" : {
      "translation" : "k(Symbol('theta')) == (pi)**(-(1)/(2))* (sin((Symbol('theta'))/(2)))**(- Symbol('alpha')-(1)/(2))* (cos((Symbol('theta'))/(2)))**(- Symbol('beta')-(1)/(2))\nN == n +(1)/(2)*(Symbol('alpha')+ Symbol('beta')+ 1)\nSymbol('gamma') == -(pi)/(2)*(Symbol('alpha')+(1)/(2))",
      "translationInformation" : {
        "subEquations" : [ "k(Symbol('theta')) = (pi)**(-(1)/(2))* (sin((Symbol('theta'))/(2)))**(- Symbol('alpha')-(1)/(2))* (cos((Symbol('theta'))/(2)))**(- Symbol('beta')-(1)/(2))", "N = n +(1)/(2)*(Symbol('alpha')+ Symbol('beta')+ 1)", "Symbol('gamma') = -(pi)/(2)*(Symbol('alpha')+(1)/(2))" ],
        "freeVariables" : [ "N", "Symbol('alpha')", "Symbol('beta')", "Symbol('gamma')", "Symbol('theta')", "n" ],
        "tokenTranslations" : {
          "\\cos" : "Cosine; Example: \\cos@@{z}\nWill be translated to: cos($0)\nRelevant links to definitions:\nDLMF:  http://dlmf.nist.gov/4.14#E2\nSymPy: https://docs.sympy.org/latest/modules/functions/elementary.html#cos",
          "k" : "Function without DLMF-Definition. We keep it like it is (but delete prefix \\ if necessary).",
          "\\cpi" : "Pi was translated to: pi",
          "\\gamma" : "Could be the Euler-Mascheroni constant.\nBut it is also a Greek letter. Be aware, that this program translated the letter as a normal Greek letter and not as a constant!\nUse the DLMF-Macro \\EulerConstant to translate \\gamma as a constant.\n",
          "\\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",
          "\\sin" : "Sine; Example: \\sin@@{z}\nWill be translated to: sin($0)\nRelevant links to definitions:\nDLMF:  http://dlmf.nist.gov/4.14#E1\nSymPy: https://docs.sympy.org/latest/modules/functions/elementary.html#sin"
        }
      }
    },
    "Maple" : {
      "translation" : "k(theta) = (Pi)^(-(1)/(2))* (sin((theta)/(2)))^(- alpha -(1)/(2))* (cos((theta)/(2)))^(- beta -(1)/(2)); N = n +(1)/(2)*(alpha + beta + 1); gamma = -(Pi)/(2)*(alpha +(1)/(2))",
      "translationInformation" : {
        "subEquations" : [ "k(theta) = (Pi)^(-(1)/(2))* (sin((theta)/(2)))^(- alpha -(1)/(2))* (cos((theta)/(2)))^(- beta -(1)/(2))", "N = n +(1)/(2)*(alpha + beta + 1)", "gamma = -(Pi)/(2)*(alpha +(1)/(2))" ],
        "freeVariables" : [ "N", "alpha", "beta", "gamma", "n", "theta" ],
        "tokenTranslations" : {
          "\\cos" : "Cosine; Example: \\cos@@{z}\nWill be translated to: cos($0)\nRelevant links to definitions:\nDLMF:  http://dlmf.nist.gov/4.14#E2\nMaple: https://www.maplesoft.com/support/help/maple/view.aspx?path=cos",
          "k" : "Function without DLMF-Definition. We keep it like it is (but delete prefix \\ if necessary).",
          "\\cpi" : "Pi was translated to: Pi",
          "\\gamma" : "Could be the Euler-Mascheroni constant.\nBut it is also a Greek letter. Be aware, that this program translated the letter as a normal Greek letter and not as a constant!\nUse the DLMF-Macro \\EulerConstant to translate \\gamma as a constant.\n",
          "\\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",
          "\\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" : [ ],
  "includes" : [ "\\begin{align}k(\\theta) &= \\pi^{-\\frac{1}{2}} \\sin^{-\\alpha-\\frac{1}{2}} \\tfrac{\\theta}{2} \\cos^{-\\beta-\\frac{1}{2}} \\tfrac{\\theta}{2},\\\\N &= n + \\tfrac{1}{2} (\\alpha+\\beta+1),\\\\\\gamma &= - \\tfrac{\\pi}{2} \\left (\\alpha + \\tfrac{1}{2} \\right ),\\end{align}", "n", "k" ],
  "isPartOf" : [ "\\begin{align}k(\\theta) &= \\pi^{-\\frac{1}{2}} \\sin^{-\\alpha-\\frac{1}{2}} \\tfrac{\\theta}{2} \\cos^{-\\beta-\\frac{1}{2}} \\tfrac{\\theta}{2},\\\\N &= n + \\tfrac{1}{2} (\\alpha+\\beta+1),\\\\\\gamma &= - \\tfrac{\\pi}{2} \\left (\\alpha + \\tfrac{1}{2} \\right ),\\end{align}" ],
  "definiens" : [ ]
}

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