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diff --git a/TODO b/TODO
index d3f0af5..5a55e11 100644
--- a/TODO
+++ b/TODO
@@ -31,3 +31,7 @@
 - add muon shower PDF? delta rays?
 - calculate path length through acrylic?
 - update estar table with energies above 1 GeV
+- speed up normalize() and interp1d()
+- add shower PDF to get_total_charge_approx()
+- compute mean of starting points
+- speed up time PDF calculation for fast likelihood