48688f4849627a9f2924570ab42b83cc917f2d87,trixi/logger/experiment/pytorchexperimentlogger.py,PytorchExperimentLogger,get_pr_curve,#,479

Before Change

            // self.show_lineplot(precision, recall, name=name, opts={"fillarea": True, "webgl": True})
            // self.add_to_graph(x_vals=np.arange(0, 1.1, 0.1), y_vals=np.arange(0, 1.1, 0.1), name=name, append=True)

        if use_sub_process:
            p = Process(target=__get_pr_curve, kwargs=dict(tensor=tensor,
                                                           labels=labels,
                                                           reduce_to_n_samples=reduce_to_n_samples,
                                                           results_fn=results_fn
                                                           ))
            atexit.register(p.terminate)
            p.start()
        else:
            try:
                return __get_pr_curve(tensor=tensor,
                                      labels=labels,
                                      reduce_to_n_samples=reduce_to_n_samples,
                                      results_fn=results_fn
                                      )
            except Exception as e:
                warnings.warn("Sth went wrong with calculating the pr curve")

    @staticmethod
    def get_classification_metrics(tensor, labels, name="", metric=("roc-auc", "pr-score"), use_sub_process=False,
                                   tag_name=None, results_fn=lambda x, *y, **z: None):
        

After Change

            results_fn: function which is called with the results/ return values. Expected f(precision, recall)

        
        warnings.warn("This method is deprecated !!! Please use the utils.metrics method")
        return get_pr_curve(tensor, labels, reduce_to_n_samples, use_sub_process, results_fn)

    @staticmethod
    def get_classification_metrics(tensor, labels, name="", metric=("roc-auc", "pr-score"), use_sub_process=False,
                                   tag_name=None, results_fn=lambda x, *y, **z: None):

Instances