From ea312c4dd116ecaef4562293aadce05c80ed1b6c Mon Sep 17 00:00:00 2001
From: aphc14 <177544929+aphc14@users.noreply.github.com>
Date: Fri, 21 Feb 2025 20:19:58 +1100
Subject: [PATCH] Add to requirements-dev.txt and MvNormalSVD method

---
 pymc_extras/statespace/filters/distributions.py | 2 +-
 requirements-dev.txt                            | 2 ++
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/pymc_extras/statespace/filters/distributions.py b/pymc_extras/statespace/filters/distributions.py
index d3b70c847..e6901b260 100644
--- a/pymc_extras/statespace/filters/distributions.py
+++ b/pymc_extras/statespace/filters/distributions.py
@@ -62,7 +62,7 @@ class MvNormalSVD(MvNormal):
     A JAX MvNormal robust to low-rank covariance matrices
     """
 
-    rv_op = MvNormalSVDRV()
+    rv_op = MvNormalSVDRV(method="svd")
 
 
 try:
diff --git a/requirements-dev.txt b/requirements-dev.txt
index a28518d8e..58d5ac401 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -3,3 +3,5 @@ blackjax
 
 # Used as benchmark for statespace models
 statsmodels
+scikit-learn
+better-optimize