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 \Phi(z,s-1,a)=\left(a+z\frac{\partial}{\partial z}\right) \Phi(z,s,a)}

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

Semantic latex: \Phi(z , s - 1 , a) =(a + z \deriv [1]{ }{z}) \Phi(z , s , a)

Confidence: 0

Mathematica

Translation: \[CapitalPhi][z , s - 1 , a] == (a + D[z, {z, 1}])*\[CapitalPhi][z , s , a]

Information

Sub Equations

  • \[CapitalPhi][z , s - 1 , a] = (a + D[z, {z, 1}])*\[CapitalPhi][z , s , a]

Free variables

  • \[CapitalPhi]
  • a
  • s
  • z

Symbol info

  • 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

  • Function without DLMF-Definition. We keep it like it is (but delete prefix \ if necessary).

Tests

Symbolic

Test expression: (\[CapitalPhi]*(z , s - 1 , a))-((a + D[z, {z, 1}])*\[CapitalPhi]*(z , s , a))

ERROR:

{
    "result": "ERROR",
    "testTitle": "Simple",
    "testExpression": null,
    "resultExpression": null,
    "wasAborted": false,
    "conditionallySuccessful": false
}
Numeric

SymPy

Translation: Symbol('Phi')(z , s - 1 , a) == (a + diff(z, z, 1))*Symbol('Phi')(z , s , a)

Information

Sub Equations

  • Symbol('Phi')(z , s - 1 , a) = (a + diff(z, z, 1))*Symbol('Phi')(z , s , a)

Free variables

  • Symbol('Phi')
  • a
  • s
  • z

Symbol info

  • 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

  • Function without DLMF-Definition. We keep it like it is (but delete prefix \ if necessary).

Tests

Symbolic
Numeric

Maple

Translation: Phi(z , s - 1 , a) = (a + diff(z, [z$(1)]))*Phi(z , s , a)

Information

Sub Equations

  • Phi(z , s - 1 , a) = (a + diff(z, [z$(1)]))*Phi(z , s , a)

Free variables

  • Phi
  • a
  • s
  • z

Symbol info

  • 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

  • Function without DLMF-Definition. We keep it like it is (but delete prefix \ if necessary).

Tests

Symbolic
Numeric

Dependency Graph Information

Includes

Description

  • Various identity

Complete translation information:

{
  "id" : "FORMULA_c0c8957625fec695feb20f7ebef4840b",
  "formula" : "\\Phi(z,s-1,a)=\\left(a+z\\frac{\\partial}{\\partial z}\\right) \\Phi(z,s,a)",
  "semanticFormula" : "\\Phi(z , s - 1 , a) =(a + z \\deriv [1]{ }{z}) \\Phi(z , s , a)",
  "confidence" : 0.0,
  "translations" : {
    "Mathematica" : {
      "translation" : "\\[CapitalPhi][z , s - 1 , a] == (a + D[z, {z, 1}])*\\[CapitalPhi][z , s , a]",
      "translationInformation" : {
        "subEquations" : [ "\\[CapitalPhi][z , s - 1 , a] = (a + D[z, {z, 1}])*\\[CapitalPhi][z , s , a]" ],
        "freeVariables" : [ "\\[CapitalPhi]", "a", "s", "z" ],
        "tokenTranslations" : {
          "\\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",
          "\\Phi" : "Function without DLMF-Definition. We keep it like it is (but delete prefix \\ if necessary)."
        }
      },
      "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" : "\\[CapitalPhi]*(z , s - 1 , a)",
          "rhs" : "(a + D[z, {z, 1}])*\\[CapitalPhi]*(z , s , a)",
          "testExpression" : "(\\[CapitalPhi]*(z , s - 1 , a))-((a + D[z, {z, 1}])*\\[CapitalPhi]*(z , s , a))",
          "testCalculations" : [ {
            "result" : "ERROR",
            "testTitle" : "Simple",
            "testExpression" : null,
            "resultExpression" : null,
            "wasAborted" : false,
            "conditionallySuccessful" : false
          } ]
        } ]
      }
    },
    "SymPy" : {
      "translation" : "Symbol('Phi')(z , s - 1 , a) == (a + diff(z, z, 1))*Symbol('Phi')(z , s , a)",
      "translationInformation" : {
        "subEquations" : [ "Symbol('Phi')(z , s - 1 , a) = (a + diff(z, z, 1))*Symbol('Phi')(z , s , a)" ],
        "freeVariables" : [ "Symbol('Phi')", "a", "s", "z" ],
        "tokenTranslations" : {
          "\\deriv1" : "Derivative; Example: \\deriv[n]{f}{x}\nWill be translated to: diff($1, $2, $0)\nRelevant links to definitions:\nDLMF:  http://dlmf.nist.gov/1.4#E4\nSymPy: https://docs.sympy.org/latest/tutorial/calculus.html#derivatives",
          "\\Phi" : "Function without DLMF-Definition. We keep it like it is (but delete prefix \\ if necessary)."
        }
      }
    },
    "Maple" : {
      "translation" : "Phi(z , s - 1 , a) = (a + diff(z, [z$(1)]))*Phi(z , s , a)",
      "translationInformation" : {
        "subEquations" : [ "Phi(z , s - 1 , a) = (a + diff(z, [z$(1)]))*Phi(z , s , a)" ],
        "freeVariables" : [ "Phi", "a", "s", "z" ],
        "tokenTranslations" : {
          "\\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",
          "\\Phi" : "Function without DLMF-Definition. We keep it like it is (but delete prefix \\ if necessary)."
        }
      }
    }
  },
  "positions" : [ {
    "section" : 4,
    "sentence" : 3,
    "word" : 7
  } ],
  "includes" : [ "z", "s", "\\Phi(z,s,a)", "a" ],
  "isPartOf" : [ ],
  "definiens" : [ {
    "definition" : "Various identity",
    "score" : 0.6460746792928004
  } ]
}

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