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{Chi}(x) = \gamma + \ln(x) + \frac {x^2}{4} + \frac {x^4}{96} + \frac {x^6}{4320} + \frac {x^8}{322560} + \frac{x^{10}}{36288000} + O(x^{12}).}

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

Semantic latex: \coshint@{x} = \EulerConstant + \ln(x) + \frac {x^2}{4} + \frac {x^4}{96} + \frac {x^6}{4320} + \frac {x^8}{322560} + \frac{x^{10}}{36288000} + O(x^{12})

Confidence: 0.65657711352502

Mathematica

Translation: CoshIntegral[x] == EulerGamma + Log[x]+Divide[(x)^(2),4]+Divide[(x)^(4),96]+Divide[(x)^(6),4320]+Divide[(x)^(8),322560]+Divide[(x)^(10),36288000]+ O[(x)^(12)]

Information

Sub Equations

  • CoshIntegral[x] = EulerGamma + Log[x]+Divide[(x)^(2),4]+Divide[(x)^(4),96]+Divide[(x)^(6),4320]+Divide[(x)^(8),322560]+Divide[(x)^(10),36288000]+ O[(x)^(12)]

Free variables

  • x

Symbol info

  • Hyperbolic cosine integral; Example: \coshint@{z}

Will be translated to: CoshIntegral[$0] Relevant links to definitions: DLMF: http://dlmf.nist.gov/6.2#E16 Mathematica: https://reference.wolfram.com/language/ref/CoshIntegral.html

  • Euler-Mascheroni constant was translated to: EulerGamma
  • Function without DLMF-Definition. We keep it like it is (but delete prefix \ if necessary).
  • Natural logarithm; Example: \ln@@{z}

Will be translated to: Log[$0] Constraints: z != 0 Branch Cuts: (-\infty, 0] Relevant links to definitions: DLMF: http://dlmf.nist.gov/4.2#E2 Mathematica: https://reference.wolfram.com/language/ref/Log.html

Tests

Symbolic

Test expression: (CoshIntegral[x])-(EulerGamma + Log[x]+Divide[(x)^(2),4]+Divide[(x)^(4),96]+Divide[(x)^(6),4320]+Divide[(x)^(8),322560]+Divide[(x)^(10),36288000]+ O*((x)^(12)))

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: \coshint [\coshint]

Tests

Symbolic
Numeric

Maple

Translation: Chi(x) = gamma + ln(x)+((x)^(2))/(4)+((x)^(4))/(96)+((x)^(6))/(4320)+((x)^(8))/(322560)+((x)^(10))/(36288000)+ O((x)^(12))

Information

Sub Equations

  • Chi(x) = gamma + ln(x)+((x)^(2))/(4)+((x)^(4))/(96)+((x)^(6))/(4320)+((x)^(8))/(322560)+((x)^(10))/(36288000)+ O((x)^(12))

Free variables

  • x

Symbol info

  • Hyperbolic cosine integral; Example: \coshint@{z}

Will be translated to: Chi($0) Relevant links to definitions: DLMF: http://dlmf.nist.gov/6.2#E16 Maple: https://www.maplesoft.com/support/help/maple/view.aspx?path=Chi

  • Euler-Mascheroni constant was translated to: gamma
  • Function without DLMF-Definition. We keep it like it is (but delete prefix \ if necessary).
  • Natural logarithm; Example: \ln@@{z}

Will be translated to: ln($0) Constraints: z != 0 Branch Cuts: (-\infty, 0] Relevant links to definitions: DLMF: http://dlmf.nist.gov/4.2#E2 Maple: https://www.maplesoft.com/support/help/maple/view.aspx?path=ln

Tests

Symbolic
Numeric

Dependency Graph Information

Includes

Description

  • series expansion

Complete translation information:

{
  "id" : "FORMULA_dc14f21e27838a1caefa6b0bc5d3db0d",
  "formula" : "\\operatorname{Chi}(x) = \\gamma + \\ln(x) + \\frac {x^2}{4} + \\frac {x^4}{96} + \\frac {x^6}{4320} + \\frac {x^8}{322560} + \\frac{x^{10}}{36288000} + O(x^{12})",
  "semanticFormula" : "\\coshint@{x} = \\EulerConstant + \\ln(x) + \\frac {x^2}{4} + \\frac {x^4}{96} + \\frac {x^6}{4320} + \\frac {x^8}{322560} + \\frac{x^{10}}{36288000} + O(x^{12})",
  "confidence" : 0.6565771135250221,
  "translations" : {
    "Mathematica" : {
      "translation" : "CoshIntegral[x] == EulerGamma + Log[x]+Divide[(x)^(2),4]+Divide[(x)^(4),96]+Divide[(x)^(6),4320]+Divide[(x)^(8),322560]+Divide[(x)^(10),36288000]+ O[(x)^(12)]",
      "translationInformation" : {
        "subEquations" : [ "CoshIntegral[x] = EulerGamma + Log[x]+Divide[(x)^(2),4]+Divide[(x)^(4),96]+Divide[(x)^(6),4320]+Divide[(x)^(8),322560]+Divide[(x)^(10),36288000]+ O[(x)^(12)]" ],
        "freeVariables" : [ "x" ],
        "tokenTranslations" : {
          "\\coshint" : "Hyperbolic cosine integral; Example: \\coshint@{z}\nWill be translated to: CoshIntegral[$0]\nRelevant links to definitions:\nDLMF:         http://dlmf.nist.gov/6.2#E16\nMathematica:  https://reference.wolfram.com/language/ref/CoshIntegral.html",
          "\\EulerConstant" : "Euler-Mascheroni constant was translated to: EulerGamma",
          "O" : "Function without DLMF-Definition. We keep it like it is (but delete prefix \\ if necessary).",
          "\\ln" : "Natural logarithm; Example: \\ln@@{z}\nWill be translated to: Log[$0]\nConstraints: z != 0\nBranch Cuts: (-\\infty, 0]\nRelevant links to definitions:\nDLMF:         http://dlmf.nist.gov/4.2#E2\nMathematica:  https://reference.wolfram.com/language/ref/Log.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" : "CoshIntegral[x]",
          "rhs" : "EulerGamma + Log[x]+Divide[(x)^(2),4]+Divide[(x)^(4),96]+Divide[(x)^(6),4320]+Divide[(x)^(8),322560]+Divide[(x)^(10),36288000]+ O*((x)^(12))",
          "testExpression" : "(CoshIntegral[x])-(EulerGamma + Log[x]+Divide[(x)^(2),4]+Divide[(x)^(4),96]+Divide[(x)^(6),4320]+Divide[(x)^(8),322560]+Divide[(x)^(10),36288000]+ O*((x)^(12)))",
          "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: \\coshint [\\coshint]"
        }
      }
    },
    "Maple" : {
      "translation" : "Chi(x) = gamma + ln(x)+((x)^(2))/(4)+((x)^(4))/(96)+((x)^(6))/(4320)+((x)^(8))/(322560)+((x)^(10))/(36288000)+ O((x)^(12))",
      "translationInformation" : {
        "subEquations" : [ "Chi(x) = gamma + ln(x)+((x)^(2))/(4)+((x)^(4))/(96)+((x)^(6))/(4320)+((x)^(8))/(322560)+((x)^(10))/(36288000)+ O((x)^(12))" ],
        "freeVariables" : [ "x" ],
        "tokenTranslations" : {
          "\\coshint" : "Hyperbolic cosine integral; Example: \\coshint@{z}\nWill be translated to: Chi($0)\nRelevant links to definitions:\nDLMF:  http://dlmf.nist.gov/6.2#E16\nMaple: https://www.maplesoft.com/support/help/maple/view.aspx?path=Chi",
          "\\EulerConstant" : "Euler-Mascheroni constant was translated to: gamma",
          "O" : "Function without DLMF-Definition. We keep it like it is (but delete prefix \\ if necessary).",
          "\\ln" : "Natural logarithm; Example: \\ln@@{z}\nWill be translated to: ln($0)\nConstraints: z != 0\nBranch Cuts: (-\\infty, 0]\nRelevant links to definitions:\nDLMF:  http://dlmf.nist.gov/4.2#E2\nMaple: https://www.maplesoft.com/support/help/maple/view.aspx?path=ln"
        }
      }
    }
  },
  "positions" : [ {
    "section" : 4,
    "sentence" : 1,
    "word" : 5
  } ],
  "includes" : [ "\\gamma", "x" ],
  "isPartOf" : [ ],
  "definiens" : [ {
    "definition" : "series expansion",
    "score" : 0.722
  } ]
}

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