alchemlyb.estimators.TI

class alchemlyb.estimators.TI(verbose=False)

Thermodynamic integration (TI).

Parameters

verbose (bool, optional) – Set to True if verbose debug output is desired.

delta_f_

The estimated dimensionless free energy difference between each state.

Type

DataFrame

d_delta_f_

The estimated statistical uncertainty (one standard deviation) in dimensionless free energy differences.

Type

DataFrame

states_

Lambda states for which free energy differences were obtained.

Type

list

dhdl

The estimated dhdl of each state.

Type

DataFrame

__init__(verbose=False)

Initialize self. See help(type(self)) for accurate signature.

Methods

__init__([verbose])

Initialize self.

fit(dHdl)

Compute free energy differences between each state by integrating dHdl across lambda values.

get_params([deep])

Get parameters for this estimator.

separate_dhdl()

For transitions with multiple lambda, the attr:dhdl would return a DataFrame which gives the dHdl for all the lambda states, regardless of whether it is perturbed or not.

set_params(**params)

Set the parameters of this estimator.