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 \zeta(s)=\frac 1{s-1}\sum_{n=0}^\infty \frac 1{n+1}\sum_{k=0}^n\binom {n}{k}\frac{(-1)^k}{(k+1)^{s-1}}}

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

Semantic latex: \Riemannzeta@{s} = \frac 1{s-1} \sum_{n=0}^\infty \frac 1{n+1} \sum_{k=0}^n \binom {n}{k} \frac{(-1)^k}{(k+1)^{s-1}}

Confidence: 0.72499437647248

Mathematica

Translation: Zeta[s] == Divide[1,s - 1]*Sum[Divide[1,n + 1]*Sum[Binomial[n,k]*Divide[(- 1)^(k),(k + 1)^(s - 1)], {k, 0, n}, GenerateConditions->None], {n, 0, Infinity}, GenerateConditions->None]

Information

Sub Equations

  • Zeta[s] = Divide[1,s - 1]*Sum[Divide[1,n + 1]*Sum[Binomial[n,k]*Divide[(- 1)^(k),(k + 1)^(s - 1)], {k, 0, n}, GenerateConditions->None], {n, 0, Infinity}, GenerateConditions->None]

Free variables

  • s

Symbol info

  • Riemann zeta function; Example: \Riemannzeta@{s}

Will be translated to: Zeta[$0] Relevant links to definitions: DLMF: http://dlmf.nist.gov/25.2#E1 Mathematica: https://reference.wolfram.com/language/ref/Zeta.html

Tests

Symbolic

Test expression: (Zeta[s])-(Divide[1,s - 1]*Sum[Divide[1,n + 1]*Sum[Binomial[n,k]*Divide[(- 1)^(k),(k + 1)^(s - 1)], {k, 0, n}, GenerateConditions->None], {n, 0, 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: \Riemannzeta [\Riemannzeta]

Tests

Symbolic
Numeric

Maple

Translation: Zeta(s) = (1)/(s - 1)*sum((1)/(n + 1)*sum(binomial(n,k)*((- 1)^(k))/((k + 1)^(s - 1)), k = 0..n), n = 0..infinity)

Information

Sub Equations

  • Zeta(s) = (1)/(s - 1)*sum((1)/(n + 1)*sum(binomial(n,k)*((- 1)^(k))/((k + 1)^(s - 1)), k = 0..n), n = 0..infinity)

Free variables

  • s

Symbol info

  • Riemann zeta function; Example: \Riemannzeta@{s}

Will be translated to: Zeta($0) Relevant links to definitions: DLMF: http://dlmf.nist.gov/25.2#E1 Maple: https://www.maplesoft.com/support/help/maple/view.aspx?path=Zeta

Tests

Symbolic
Numeric

Dependency Graph Information

Includes

Description

  • series
  • Hasse
  • same publication

Complete translation information:

{
  "id" : "FORMULA_2d53b4a98eaad779326cabf087ef9d58",
  "formula" : "\\zeta(s)=\\frac 1{s-1}\\sum_{n=0}^\\infty \\frac 1{n+1}\\sum_{k=0}^n\\binom {n}{k}\\frac{(-1)^k}{(k+1)^{s-1}}",
  "semanticFormula" : "\\Riemannzeta@{s} = \\frac 1{s-1} \\sum_{n=0}^\\infty \\frac 1{n+1} \\sum_{k=0}^n \\binom {n}{k} \\frac{(-1)^k}{(k+1)^{s-1}}",
  "confidence" : 0.7249943764724778,
  "translations" : {
    "Mathematica" : {
      "translation" : "Zeta[s] == Divide[1,s - 1]*Sum[Divide[1,n + 1]*Sum[Binomial[n,k]*Divide[(- 1)^(k),(k + 1)^(s - 1)], {k, 0, n}, GenerateConditions->None], {n, 0, Infinity}, GenerateConditions->None]",
      "translationInformation" : {
        "subEquations" : [ "Zeta[s] = Divide[1,s - 1]*Sum[Divide[1,n + 1]*Sum[Binomial[n,k]*Divide[(- 1)^(k),(k + 1)^(s - 1)], {k, 0, n}, GenerateConditions->None], {n, 0, Infinity}, GenerateConditions->None]" ],
        "freeVariables" : [ "s" ],
        "tokenTranslations" : {
          "\\Riemannzeta" : "Riemann zeta function; Example: \\Riemannzeta@{s}\nWill be translated to: Zeta[$0]\nRelevant links to definitions:\nDLMF:         http://dlmf.nist.gov/25.2#E1\nMathematica:  https://reference.wolfram.com/language/ref/Zeta.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" : "Zeta[s]",
          "rhs" : "Divide[1,s - 1]*Sum[Divide[1,n + 1]*Sum[Binomial[n,k]*Divide[(- 1)^(k),(k + 1)^(s - 1)], {k, 0, n}, GenerateConditions->None], {n, 0, Infinity}, GenerateConditions->None]",
          "testExpression" : "(Zeta[s])-(Divide[1,s - 1]*Sum[Divide[1,n + 1]*Sum[Binomial[n,k]*Divide[(- 1)^(k),(k + 1)^(s - 1)], {k, 0, n}, GenerateConditions->None], {n, 0, 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: \\Riemannzeta [\\Riemannzeta]"
        }
      }
    },
    "Maple" : {
      "translation" : "Zeta(s) = (1)/(s - 1)*sum((1)/(n + 1)*sum(binomial(n,k)*((- 1)^(k))/((k + 1)^(s - 1)), k = 0..n), n = 0..infinity)",
      "translationInformation" : {
        "subEquations" : [ "Zeta(s) = (1)/(s - 1)*sum((1)/(n + 1)*sum(binomial(n,k)*((- 1)^(k))/((k + 1)^(s - 1)), k = 0..n), n = 0..infinity)" ],
        "freeVariables" : [ "s" ],
        "tokenTranslations" : {
          "\\Riemannzeta" : "Riemann zeta function; Example: \\Riemannzeta@{s}\nWill be translated to: Zeta($0)\nRelevant links to definitions:\nDLMF:  http://dlmf.nist.gov/25.2#E1\nMaple: https://www.maplesoft.com/support/help/maple/view.aspx?path=Zeta"
        }
      }
    }
  },
  "positions" : [ {
    "section" : 21,
    "sentence" : 2,
    "word" : 7
  } ],
  "includes" : [ "1", "\\zeta(r)", "n", "\\zeta(s)", "\\zeta", "x^{s - 1}", "s", "p^{n}", "k", "\\zeta\\left(s\\right)" ],
  "isPartOf" : [ ],
  "definiens" : [ {
    "definition" : "series",
    "score" : 0.722
  }, {
    "definition" : "Hasse",
    "score" : 0.6859086196238077
  }, {
    "definition" : "same publication",
    "score" : 0.6859086196238077
  } ]
}

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