latex2sympy2
About
latex2sympy2 parses LaTeX math expressions and converts it into the equivalent SymPy form. The latex2sympy2 is adapted from augustt198/latex2sympy and purdue-tlt / latex2sympy.
This project is a part of a VS Code extension called Latex Sympy Calculator. It is designed for providing people writing in latex or markdown a ability to calculate something when writing math expression.
ANTLR is used to generate the parser.
Features
- Arithmetic: Add (+), Sub (-), Dot Mul (·), Cross Mul (×), Frac (/), Power (^), Abs (|x|), Sqrt (√), etc...
- Alphabet: a - z, A - Z, α - ω, Subscript (x_1), Accent Bar(ā), etc...
- Common Functions: gcd, lcm, floor, ceil, max, min, log, ln, exp, sin, cos, tan, csc, sec, cot, arcsin, sinh, arsinh, etc...
- Funcion Symbol: f(x), f(x-1,), g(x,y), etc...
- Calculous: Limit ($lim_{n\to\infty}$), Derivation ($\frac{d}{dx}(x^2+x)$), Integration ($\int xdx$), etc...
- Linear Algebra: Matrix, Determinant, Transpose, Inverse, Elementary Transformation, etc...
- Other: Binomial...
NOTICE: It will do some irreversible calculations when converting determinants, transposed matrixes and elementary transformations...
Installation
pip install latex2sympy2
Requirements: sympy and antlr4-python3-runtime packages.
Usage
Basic
In Python:
from latex2sympy2 import latex2sympy, latex2latex
tex = r"\frac{d}{dx}(x^{2}+x)"
# Or you can use '\mathrm{d}' to replace 'd'
latex2sympy(tex)
# => "Derivative(x**2 + x, x)"
latex2latex(tex)
# => "2 x + 1"
Examples
| LaTeX | Converted SymPy | Calculated Latex |
|---|---|---|
x^{3} $x^{3}$ |
x**3 |
x^{3} $x^{3}$ |
\frac{d}{dx} tx $\frac{d}{dx}tx$ |
Derivative(x*t, x) |
t $t$ |
\sum_{i = 1}^{n} i $\sum_{i = 1}^{n} i$ |
Sum(i, (i, 1, n)) |
\frac{n \left(n + 1\right)}{2} $\frac{n \left(n + 1\right)}{2}$ |
\int_{a}^{b} \frac{dt}{t} |
Integral(1/t, (t, a, b)) |
-\log{(a)} + \log{(b)} $-\log{(a)} + \log{(b)}$ |
| `(2x^3 - x + z) | {x=3}` $(2x^3 - x + z)|{x=3}$ | z + 51 |
If you want to read the math formula, you can click GitNotes.
Solve Equation
# Before
x + y = 1
# After
[ y = 1 - x, \ x = 1 - y]
Eval At
# Before
(x+2)|_{x=y+1}
# After
y + 3
Matrix
Identity matrix
tex = r"\bm{I}_3"
latex2sympy(tex)
# => "Matrix([[1, 0, 0], [0, 1, 0], [0, 0, 1]])"
Determinant
from latex2sympy2 import latex2sympy
tex = r"\begin{vmatrix} x & 0 & 0 \\ 0 & x & 0 \\ 0 & 0 & x \end{vmatrix}"
latex2sympy(tex)
# => "x^{3}"
Transpose
from latex2sympy2 import latex2sympy
tex = r"\begin{pmatrix} 1 & 2 & 3 \\ 4 & 5 & 6 \\ 7 & 8 & 9 \end{pmatrix}^T"
# Or you can use "\begin{pmatrix}1&2&3\\4&5&6\\7&8&9\end{pmatrix}'"
latex2sympy(tex)
# => "Matrix([[1, 4, 7], [2, 5, 8], [3, 6, 9]])"
Elementary Transformation
from latex2sympy2 import latex2sympy
matrix = r'''
\begin{pmatrix}
1 & 2 & 3 \\
4 & 5 & 6 \\
7 & 8 & 9 \\
\end{pmatrix}
'''
# Scale the row with grammar "\xrightarrow{kr_n}"
tex = matrix + r'\xrightarrow{3r_1}'
latex2sympy(tex)
# => "Matrix([[3, 6, 9], [4, 5, 6], [7, 8, 9]])"
# Swap the cols with grammar "\xrightarrow{c_1<=>c_2}"
# Of course, you can use "\leftrightarrow" to replace "<=>"
tex = matrix + r'\xrightarrow{c_1<=>c_2}'
latex2sympy(tex)
# => "Matrix([[2, 1, 3], [5, 4, 6], [8, 7, 9]])"
# Scale the second row and add it to the first row
# with grammar "\xrightarrow{r_1+kr_2}"
tex = matrix + r'\xrightarrow{r_1+kr_2}'
latex2sympy(tex)
# => "Matrix([[4*k + 1, 5*k + 2, 6*k + 3], [4, 5, 6], [7, 8, 9]])"
# You can compose the transform with comma ","
# and grammar "\xrightarrow[4r_3]{2r_1, 3r_2}"
# Remember the priority of "{}" is higher than "[]"
tex = matrix + r'\xrightarrow[4r_3]{2r_1, 3r_2}'
latex2sympy(tex)
# => "Matrix([[2, 4, 6], [12, 15, 18], [28, 32, 36]])"
Variances
from latex2sympy2 import latex2sympy, variances, var, set_variances
# Assign x a value of 1
latex2sympy(r"x = 1")
# Assign x a matrix symbol with dimension of n x m
latex2sympy(r"x \in \mathbb{R}^{n \times m}")
# Calculate x + y
latex2sympy(r"x + y")
# => "y + 1"
# Get all variances
print(variances)
# => "{x: 1}"
# Get variance of "x"
print(var["x"])
# => "1"
# Reset all variances
set_variances({})
latex2sympy(r"x + y")
# => "x + y"
Complex Number Support
from latex2sympy2 import set_real
set_real(False)
Contributing
If you want to add a new grammar, you can fork the code from OrangeX4/latex2sympy.
- To modify parser grammar, view the existing structure in
PS.g4. - To modify the action associated with each grammar, look into
latex2sympy.py.
Contributors are welcome! Feel free to open a pull request or an issue.
1 maintainer
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