Integration and ODEs (scipy.integrate)¶
Integrating functions, given function object¶
quad(func, a, b[, args, full_output, ...]) |
Compute a definite integral. |
dblquad(func, a, b, gfun, hfun[, args, ...]) |
Compute a double integral. |
tplquad(func, a, b, gfun, hfun, qfun, rfun) |
Compute a triple (definite) integral. |
nquad(func, ranges[, args, opts, full_output]) |
Integration over multiple variables. |
fixed_quad(func, a, b[, args, n]) |
Compute a definite integral using fixed-order Gaussian quadrature. |
quadrature(func, a, b[, args, tol, rtol, ...]) |
Compute a definite integral using fixed-tolerance Gaussian quadrature. |
romberg(function, a, b[, args, tol, rtol, ...]) |
Romberg integration of a callable function or method. |
quad_explain([output]) |
Print extra information about integrate.quad() parameters and returns. |
newton_cotes(rn[, equal]) |
Return weights and error coefficient for Newton-Cotes integration. |
IntegrationWarning |
Warning on issues during integration. |
Integrating functions, given fixed samples¶
trapz(y[, x, dx, axis]) |
Integrate along the given axis using the composite trapezoidal rule. |
cumtrapz(y[, x, dx, axis, initial]) |
Cumulatively integrate y(x) using the composite trapezoidal rule. |
simps(y[, x, dx, axis, even]) |
Integrate y(x) using samples along the given axis and the composite Simpson’s rule. |
romb(y[, dx, axis, show]) |
Romberg integration using samples of a function. |
See also
scipy.special for orthogonal polynomials (special) for Gaussian
quadrature roots and weights for other weighting factors and regions.
Integrators of ODE systems¶
odeint(func, y0, t[, args, Dfun, col_deriv, ...]) |
Integrate a system of ordinary differential equations. |
ode(f[, jac]) |
A generic interface class to numeric integrators. |
complex_ode(f[, jac]) |
A wrapper of ode for complex systems. |
solve_bvp(fun, bc, x, y[, p, S, fun_jac, ...]) |
Solve a boundary-value problem for a system of ODEs. |