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from .adaptive_heun import AdaptiveHeunSolver
from .fixed_grid import Euler, Midpoint, RK4
from .fixed_adams import AdamsBashforth, AdamsBashforthMoulton
from .adams import VariableCoefficientAdamsBashforth
from .misc import _check_inputs
SOLVERS = {
'explicit_adams': AdamsBashforth,
'fixed_adams': AdamsBashforthMoulton,
'adams': VariableCoefficientAdamsBashforth,
'tsit5': Tsit5Solver,
'dopri5': Dopri5Solver,
'euler': Euler,
'midpoint': Midpoint,
'rk4': RK4,
'adaptive_heun': AdaptiveHeunSolver,
}
def odeint(func, y0, t, rtol=1e-7, atol=1e-9, method=None, options=None):
"""Integrate a system of ordinary differential equations.
Solves the initial value problem for a non-stiff system of first order ODEs:
```
dy/dt = func(t, y), y(t[0]) = y0
```
where y is a Tensor of any shape.
Output dtypes and numerical precision are based on the dtypes of the inputs `y0`.
Args:
func: Function that maps a Tensor holding the state `y` and a scalar Tensor