NativeSolver

experimental.network_dynamics.solvers.NativeSolver()

Base class for Network Dynamics’s native solvers (manual implementations).

Methods

Name	Description
step	Single integration step.

step

experimental.network_dynamics.solvers.NativeSolver.step(
    dynamics_fn,
    t,
    state,
    coupling_input,
    dt,
    params,
)

Single integration step.

Args: dynamics_fn: Network dynamics function t: Current time state: Current state, shape [n_states, n_nodes] coupling_input: Coupling input, shape [n_coupling_inputs, n_nodes] dt: Timestep params: Network parameters

Returns: next_state: Updated state, shape [n_states, n_nodes]

# NativeSolver { #tvboptim.experimental.network_dynamics.solvers.NativeSolver }

```python
experimental.network_dynamics.solvers.NativeSolver()
```

Base class for  Network Dynamics's native solvers (manual implementations).

## Methods

| Name | Description |
| --- | --- |
| [step](#tvboptim.experimental.network_dynamics.solvers.NativeSolver.step) | Single integration step. |

### step { #tvboptim.experimental.network_dynamics.solvers.NativeSolver.step }

```python
experimental.network_dynamics.solvers.NativeSolver.step(
    dynamics_fn,
    t,
    state,
    coupling_input,
    dt,
    params,
)
```

Single integration step.

Args:
    dynamics_fn: Network dynamics function
    t: Current time
    state: Current state, shape [n_states, n_nodes]
    coupling_input: Coupling input, shape [n_coupling_inputs, n_nodes]
    dt: Timestep
    params: Network parameters

Returns:
    next_state: Updated state, shape [n_states, n_nodes]