From 75df8c8567eb6fe82c71585ebf5732e37178dc48 Mon Sep 17 00:00:00 2001 From: William Wilkinson Date: Fri, 15 Dec 2023 18:12:11 +0000 Subject: [PATCH] add todo --- bayesnewton/kernels.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/bayesnewton/kernels.py b/bayesnewton/kernels.py index 356931c..38504d9 100644 --- a/bayesnewton/kernels.py +++ b/bayesnewton/kernels.py @@ -61,6 +61,7 @@ def feedback_matrix(self): raise NotImplementedError def state_transition(self, dt): + # TODO(32): fix prediction when using expm to compute the state transition. F = self.feedback_matrix() A = expm(F * dt) return A @@ -1730,6 +1731,7 @@ def __init__(self, assert N.shape == R.shape self.N_ = objax.StateVar(np.array(N)) self.R_ = objax.StateVar(np.array(R)) + warn("Prediction is partially broken when using the LatentExponentiallyGenerated kernel. See issue #32.") @property def N(self):