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 \operatorname{E}_1(z) = \int_1^\infty \frac{\exp(-zt)}{t}\,dt \qquad~\text{ for }~ \Re(z) \ge 0 }

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

Semantic latex: \genexpintE{1}@{z} = \int_1^\infty \frac{\exp(-zt)}{t} \diff{t} \qquad for \realpart(z) \ge 0

Confidence: 0.67147715490595

Mathematica

Translation: ExpIntegralE[1, z] == Integrate[Divide[Exp[- z*t],t], {t, 1, Infinity}, GenerateConditions->None]

Information

Sub Equations

  • ExpIntegralE[1, z] = Integrate[Divide[Exp[- z*t],t], {t, 1, Infinity}, GenerateConditions->None]

Free variables

  • f
  • o
  • r
  • z

Constraints

  • f*o*r*Re[(z) ] >= 0

Symbol info

  • Real part of a complex number; Example: \realpart@@{z}

Will be translated to: Re[$0] Relevant links to definitions: DLMF: http://dlmf.nist.gov/1.9#E2 Mathematica: https://reference.wolfram.com/language/ref/Re.html

  • Exponential function; Example: \exp@@{z}

Will be translated to: Exp[$0] Relevant links to definitions: DLMF: http://dlmf.nist.gov/4.2#E19 Mathematica: https://reference.wolfram.com/language/ref/Exp.html

  • Generalized exponential integral; Example: \genexpintE{p}@{z}

Will be translated to: ExpIntegralE[$0, $1] Relevant links to definitions: DLMF: http://dlmf.nist.gov/8.19#E1 Mathematica: https://reference.wolfram.com/language/ref/ExpIntegralE.html

Tests

Symbolic

Test expression: (ExpIntegralE[1, z])-(Integrate[Divide[Exp[- z*t],t], {t, 1, Infinity}, GenerateConditions->None])

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: \genexpintE [\genexpintE]

Tests

Symbolic
Numeric

Maple

Translation: Ei(1, z) = int((exp(- z*t))/(t), t = 1..infinity)

Information

Sub Equations

  • Ei(1, z) = int((exp(- z*t))/(t), t = 1..infinity)

Free variables

  • f
  • o
  • r
  • z

Constraints

  • f*o*r*Re((z) ) >= 0

Symbol info

  • Real part of a complex number; Example: \realpart@@{z}

Will be translated to: Re($0) Relevant links to definitions: DLMF: http://dlmf.nist.gov/1.9#E2 Maple: https://www.maplesoft.com/support/help/maple/view.aspx?path=Re

  • Exponential function; Example: \exp@@{z}

Will be translated to: exp($0) Relevant links to definitions: DLMF: http://dlmf.nist.gov/4.2#E19 Maple: https://www.maplesoft.com/support/help/Maple/view.aspx?path=LinearAlgebra/Trace

  • Generalized exponential integral; Example: \genexpintE{p}@{z}

Will be translated to: Ei($0, $1) Alternative translations: [Ei($0)+ln($0)+gamma]Relevant links to definitions: DLMF: http://dlmf.nist.gov/8.19#E1 Maple: https://www.maplesoft.com/support/help/maple/view.aspx?path=Ei

Tests

Symbolic
Numeric

Dependency Graph Information

Includes

Is part of

Complete translation information:

{
  "id" : "FORMULA_18b88eadcff91e8773ffee6f6f5a85f3",
  "formula" : "\\operatorname{E}_1(z) = \\int_1^\\infty \\frac{\\exp(-zt)}{t}dt \\qquad~\\text{ for }~ \\realpart(z) \\ge 0",
  "semanticFormula" : "\\genexpintE{1}@{z} = \\int_1^\\infty \\frac{\\exp(-zt)}{t} \\diff{t} \\qquad for \\realpart(z) \\ge 0",
  "confidence" : 0.671477154905952,
  "translations" : {
    "Mathematica" : {
      "translation" : "ExpIntegralE[1, z] == Integrate[Divide[Exp[- z*t],t], {t, 1, Infinity}, GenerateConditions->None]",
      "translationInformation" : {
        "subEquations" : [ "ExpIntegralE[1, z] = Integrate[Divide[Exp[- z*t],t], {t, 1, Infinity}, GenerateConditions->None]" ],
        "freeVariables" : [ "f", "o", "r", "z" ],
        "constraints" : [ "f*o*r*Re[(z) ] >= 0" ],
        "tokenTranslations" : {
          "\\realpart" : "Real part of a complex number; Example: \\realpart@@{z}\nWill be translated to: Re[$0]\nRelevant links to definitions:\nDLMF:         http://dlmf.nist.gov/1.9#E2\nMathematica:  https://reference.wolfram.com/language/ref/Re.html",
          "\\exp" : "Exponential function; Example: \\exp@@{z}\nWill be translated to: Exp[$0]\nRelevant links to definitions:\nDLMF:         http://dlmf.nist.gov/4.2#E19\nMathematica:  https://reference.wolfram.com/language/ref/Exp.html",
          "\\genexpintE" : "Generalized exponential integral; Example: \\genexpintE{p}@{z}\nWill be translated to: ExpIntegralE[$0, $1]\nRelevant links to definitions:\nDLMF:         http://dlmf.nist.gov/8.19#E1\nMathematica:  https://reference.wolfram.com/language/ref/ExpIntegralE.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" : "ExpIntegralE[1, z]",
          "rhs" : "Integrate[Divide[Exp[- z*t],t], {t, 1, Infinity}, GenerateConditions->None]",
          "testExpression" : "(ExpIntegralE[1, z])-(Integrate[Divide[Exp[- z*t],t], {t, 1, Infinity}, GenerateConditions->None])",
          "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: \\genexpintE [\\genexpintE]"
        }
      }
    },
    "Maple" : {
      "translation" : "Ei(1, z) = int((exp(- z*t))/(t), t = 1..infinity)",
      "translationInformation" : {
        "subEquations" : [ "Ei(1, z) = int((exp(- z*t))/(t), t = 1..infinity)" ],
        "freeVariables" : [ "f", "o", "r", "z" ],
        "constraints" : [ "f*o*r*Re((z) ) >= 0" ],
        "tokenTranslations" : {
          "\\realpart" : "Real part of a complex number; Example: \\realpart@@{z}\nWill be translated to: Re($0)\nRelevant links to definitions:\nDLMF:  http://dlmf.nist.gov/1.9#E2\nMaple: https://www.maplesoft.com/support/help/maple/view.aspx?path=Re",
          "\\exp" : "Exponential function; Example: \\exp@@{z}\nWill be translated to: exp($0)\nRelevant links to definitions:\nDLMF:  http://dlmf.nist.gov/4.2#E19\nMaple: https://www.maplesoft.com/support/help/Maple/view.aspx?path=LinearAlgebra/Trace",
          "\\genexpintE" : "Generalized exponential integral; Example: \\genexpintE{p}@{z}\nWill be translated to: Ei($0, $1)\nAlternative translations: [Ei($0)+ln($0)+gamma]Relevant links to definitions:\nDLMF:  http://dlmf.nist.gov/8.19#E1\nMaple: https://www.maplesoft.com/support/help/maple/view.aspx?path=Ei"
        }
      }
    }
  },
  "positions" : [ ],
  "includes" : [ "\\operatorname{E}_1(z) = \\int_1^\\infty \\frac{\\exp(-zt)}{t}\\,dt \\qquad\\text{ for }\\Re(z) \\ge 0" ],
  "isPartOf" : [ "\\operatorname{E}_1(z) = \\int_1^\\infty \\frac{\\exp(-zt)}{t}\\,dt \\qquad\\text{ for }\\Re(z) \\ge 0" ],
  "definiens" : [ ]
}

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