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{Li}_s(z) = \sum_{k=1}^\infty \frac{z^k}{k^s}}

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

Semantic latex: \polylog{s}@{z} = \sum_{k=1}^\infty \frac{z^k}{k^s}

Confidence: 0.89530287320794

Mathematica

Translation: PolyLog[s, z] == Sum[Divide[(z)^(k),(k)^(s)], {k, 1, Infinity}, GenerateConditions->None]

Information

Sub Equations

  • PolyLog[s, z] = Sum[Divide[(z)^(k),(k)^(s)], {k, 1, Infinity}, GenerateConditions->None]

Free variables

  • s
  • z

Symbol info

  • Polylogarithm; Example: \polylog{s}@{z}

Will be translated to: PolyLog[$0, $1] Relevant links to definitions: DLMF: http://dlmf.nist.gov/25.12#E10 Mathematica: https://reference.wolfram.com/language/ref/PolyLog.html

Tests

Symbolic

Test expression: (PolyLog[s, z])-(Sum[Divide[(z)^(k),(k)^(s)], {k, 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: \polylog [\polylog]

Tests

Symbolic
Numeric

Maple

Translation: polylog(s, z) = sum(((z)^(k))/((k)^(s)), k = 1..infinity)

Information

Sub Equations

  • polylog(s, z) = sum(((z)^(k))/((k)^(s)), k = 1..infinity)

Free variables

  • s
  • z

Symbol info

  • Polylogarithm; Example: \polylog{s}@{z}

Will be translated to: polylog($0, $1) Relevant links to definitions: DLMF: http://dlmf.nist.gov/25.12#E10 Maple: https://www.maplesoft.com/support/help/maple/view.aspx?path=polylog

Tests

Symbolic
Numeric

Dependency Graph Information

Includes

Description

  • polylogarithm
  • Riemann zeta function

Complete translation information:

{
  "id" : "FORMULA_e885ed66b8ee8e72e5b226919bcdce5c",
  "formula" : "\\operatorname{Li}_s(z) = \\sum_{k=1}^\\infty \\frac{z^k}{k^s}",
  "semanticFormula" : "\\polylog{s}@{z} = \\sum_{k=1}^\\infty \\frac{z^k}{k^s}",
  "confidence" : 0.8953028732079359,
  "translations" : {
    "Mathematica" : {
      "translation" : "PolyLog[s, z] == Sum[Divide[(z)^(k),(k)^(s)], {k, 1, Infinity}, GenerateConditions->None]",
      "translationInformation" : {
        "subEquations" : [ "PolyLog[s, z] = Sum[Divide[(z)^(k),(k)^(s)], {k, 1, Infinity}, GenerateConditions->None]" ],
        "freeVariables" : [ "s", "z" ],
        "tokenTranslations" : {
          "\\polylog" : "Polylogarithm; Example: \\polylog{s}@{z}\nWill be translated to: PolyLog[$0, $1]\nRelevant links to definitions:\nDLMF:         http://dlmf.nist.gov/25.12#E10\nMathematica:  https://reference.wolfram.com/language/ref/PolyLog.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" : "PolyLog[s, z]",
          "rhs" : "Sum[Divide[(z)^(k),(k)^(s)], {k, 1, Infinity}, GenerateConditions->None]",
          "testExpression" : "(PolyLog[s, z])-(Sum[Divide[(z)^(k),(k)^(s)], {k, 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: \\polylog [\\polylog]"
        }
      }
    },
    "Maple" : {
      "translation" : "polylog(s, z) = sum(((z)^(k))/((k)^(s)), k = 1..infinity)",
      "translationInformation" : {
        "subEquations" : [ "polylog(s, z) = sum(((z)^(k))/((k)^(s)), k = 1..infinity)" ],
        "freeVariables" : [ "s", "z" ],
        "tokenTranslations" : {
          "\\polylog" : "Polylogarithm; Example: \\polylog{s}@{z}\nWill be translated to: polylog($0, $1)\nRelevant links to definitions:\nDLMF:  http://dlmf.nist.gov/25.12#E10\nMaple: https://www.maplesoft.com/support/help/maple/view.aspx?path=polylog"
        }
      }
    }
  },
  "positions" : [ {
    "section" : 29,
    "sentence" : 3,
    "word" : 5
  } ],
  "includes" : [ "k", "1", "s", "Li_{s}(e)" ],
  "isPartOf" : [ ],
  "definiens" : [ {
    "definition" : "polylogarithm",
    "score" : 0.6859086196238077
  }, {
    "definition" : "Riemann zeta function",
    "score" : 0.6859086196238077
  } ]
}

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