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 \mathrm{Li}_0(z)=\frac{z}{1-z}, \qquad \mathrm{Li}_{-n}(z)=z \frac{d}{dz} \mathrm{Li}_{1-n}(z). }

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

Semantic latex: L \iunit_0(z) = \frac{z}{1-z} , \qquad L \iunit_{-n}(z) = z \deriv [1]{ }{z} L \iunit_{1-n}(z)

Confidence: 0

Mathematica

Translation: L*Subscript[I, 0]*(z) == Divide[z,1 - z]

Information

Sub Equations

  • L*Subscript[I, 0]*(z) = Divide[z,1 - z]

Free variables

  • L
  • z

Constraints

  • L*Subscript[I, - n]*(z) == z*D[L*Subscript[I, 1 - n]*(z), {z, 1}]

Symbol info

  • Imaginary unit was translated to: I
  • Derivative; Example: \deriv[n]{f}{x}

Will be translated to: D[$1, {$2, $0}] Relevant links to definitions: DLMF: http://dlmf.nist.gov/1.4#E4 Mathematica: https://reference.wolfram.com/language/ref/D.html

Tests

Symbolic
Numeric

SymPy

Translation: L*Symbol('{I}_{0}')*(z) == (z)/(1 - z)

Information

Sub Equations

  • L*Symbol('{I}_{0}')*(z) = (z)/(1 - z)

Free variables

  • L
  • z

Constraints

  • L*Symbol('{I}_{- n}')*(z) == z*diff(L*Symbol('{I}_{1 - n}')*(z), z, 1)

Symbol info

  • Imaginary unit was translated to: I
  • Derivative; Example: \deriv[n]{f}{x}

Will be translated to: diff($1, $2, $0) Relevant links to definitions: DLMF: http://dlmf.nist.gov/1.4#E4 SymPy: https://docs.sympy.org/latest/tutorial/calculus.html#derivatives

Tests

Symbolic
Numeric

Maple

Translation: L*I[0]*(z) = (z)/(1 - z)

Information

Sub Equations

  • L*I[0]*(z) = (z)/(1 - z)

Free variables

  • L
  • z

Constraints

  • L*I[- n]*(z) = z*diff(L*I[1 - n]*(z), [z$(1)])

Symbol info

  • Imaginary unit was translated to: I
  • Derivative; Example: \deriv[n]{f}{x}

Will be translated to: diff($1, [$2$($0)]) Relevant links to definitions: DLMF: http://dlmf.nist.gov/1.4#E4 Maple: https://www.maplesoft.com/support/help/Maple/view.aspx?path=diff

Tests

Symbolic
Numeric

Dependency Graph Information

Includes

Description

  • polylogarithm function

Complete translation information:

{
  "id" : "FORMULA_da001c88120af84bcf976c1e0637b1ac",
  "formula" : "\\mathrm{Li}_0(z)=\\frac{z}{1-z}, \\qquad \\mathrm{Li}_{-n}(z)=z \\frac{d}{dz} \\mathrm{Li}_{1-n}(z)",
  "semanticFormula" : "L \\iunit_0(z) = \\frac{z}{1-z} , \\qquad L \\iunit_{-n}(z) = z \\deriv [1]{ }{z} L \\iunit_{1-n}(z)",
  "confidence" : 0.0,
  "translations" : {
    "Mathematica" : {
      "translation" : "L*Subscript[I, 0]*(z) == Divide[z,1 - z]",
      "translationInformation" : {
        "subEquations" : [ "L*Subscript[I, 0]*(z) = Divide[z,1 - z]" ],
        "freeVariables" : [ "L", "z" ],
        "constraints" : [ "L*Subscript[I, - n]*(z) == z*D[L*Subscript[I, 1 - n]*(z), {z, 1}]" ],
        "tokenTranslations" : {
          "\\iunit" : "Imaginary unit was translated to: I",
          "\\deriv1" : "Derivative; Example: \\deriv[n]{f}{x}\nWill be translated to: D[$1, {$2, $0}]\nRelevant links to definitions:\nDLMF:         http://dlmf.nist.gov/1.4#E4\nMathematica:  https://reference.wolfram.com/language/ref/D.html"
        }
      },
      "numericResults" : {
        "overallResult" : "SKIPPED",
        "numberOfTests" : 0,
        "numberOfFailedTests" : 0,
        "numberOfSuccessfulTests" : 0,
        "numberOfSkippedTests" : 0,
        "numberOfErrorTests" : 0,
        "wasAborted" : false,
        "crashed" : false,
        "testCalculationsGroups" : [ ]
      },
      "symbolicResults" : {
        "overallResult" : "SKIPPED",
        "numberOfTests" : 0,
        "numberOfFailedTests" : 0,
        "numberOfSuccessfulTests" : 0,
        "numberOfSkippedTests" : 0,
        "numberOfErrorTests" : 0,
        "crashed" : false,
        "testCalculationsGroup" : [ ]
      }
    },
    "SymPy" : {
      "translation" : "L*Symbol('{I}_{0}')*(z) == (z)/(1 - z)",
      "translationInformation" : {
        "subEquations" : [ "L*Symbol('{I}_{0}')*(z) = (z)/(1 - z)" ],
        "freeVariables" : [ "L", "z" ],
        "constraints" : [ "L*Symbol('{I}_{- n}')*(z) == z*diff(L*Symbol('{I}_{1 - n}')*(z), z, 1)" ],
        "tokenTranslations" : {
          "\\iunit" : "Imaginary unit was translated to: I",
          "\\deriv1" : "Derivative; Example: \\deriv[n]{f}{x}\nWill be translated to: diff($1, $2, $0)\nRelevant links to definitions:\nDLMF:  http://dlmf.nist.gov/1.4#E4\nSymPy: https://docs.sympy.org/latest/tutorial/calculus.html#derivatives"
        }
      },
      "numericResults" : {
        "overallResult" : "SKIPPED",
        "numberOfTests" : 0,
        "numberOfFailedTests" : 0,
        "numberOfSuccessfulTests" : 0,
        "numberOfSkippedTests" : 0,
        "numberOfErrorTests" : 0,
        "wasAborted" : false,
        "crashed" : false,
        "testCalculationsGroups" : [ ]
      },
      "symbolicResults" : {
        "overallResult" : "SKIPPED",
        "numberOfTests" : 0,
        "numberOfFailedTests" : 0,
        "numberOfSuccessfulTests" : 0,
        "numberOfSkippedTests" : 0,
        "numberOfErrorTests" : 0,
        "crashed" : false,
        "testCalculationsGroup" : [ ]
      }
    },
    "Maple" : {
      "translation" : "L*I[0]*(z) = (z)/(1 - z)",
      "translationInformation" : {
        "subEquations" : [ "L*I[0]*(z) = (z)/(1 - z)" ],
        "freeVariables" : [ "L", "z" ],
        "constraints" : [ "L*I[- n]*(z) = z*diff(L*I[1 - n]*(z), [z$(1)])" ],
        "tokenTranslations" : {
          "\\iunit" : "Imaginary unit was translated to: I",
          "\\deriv1" : "Derivative; Example: \\deriv[n]{f}{x}\nWill be translated to: diff($1, [$2$($0)])\nRelevant links to definitions:\nDLMF:  http://dlmf.nist.gov/1.4#E4\nMaple: https://www.maplesoft.com/support/help/Maple/view.aspx?path=diff"
        }
      },
      "numericResults" : {
        "overallResult" : "SKIPPED",
        "numberOfTests" : 0,
        "numberOfFailedTests" : 0,
        "numberOfSuccessfulTests" : 0,
        "numberOfSkippedTests" : 0,
        "numberOfErrorTests" : 0,
        "wasAborted" : false,
        "crashed" : false,
        "testCalculationsGroups" : [ ]
      },
      "symbolicResults" : {
        "overallResult" : "SKIPPED",
        "numberOfTests" : 0,
        "numberOfFailedTests" : 0,
        "numberOfSuccessfulTests" : 0,
        "numberOfSkippedTests" : 0,
        "numberOfErrorTests" : 0,
        "crashed" : false,
        "testCalculationsGroup" : [ ]
      }
    }
  },
  "positions" : [ {
    "section" : 6,
    "sentence" : 0,
    "word" : 7
  } ],
  "includes" : [ "z" ],
  "isPartOf" : [ ],
  "definiens" : [ {
    "definition" : "polylogarithm function",
    "score" : 0.6859086196238077
  } ]
}

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