diff --git a/photoz/README.md b/photoz/README.md
index 5d294e5..b061ddb 100644
--- a/photoz/README.md
+++ b/photoz/README.md
@@ -9,8 +9,8 @@ Just add a line to the table below for every new sub-directory added. Please ens
 | Sub-Directory | Description | Author |
 |---|---|---|
 | CMNN_Estimator | Generate PZ estimates for DP0 galaxies using a lightweight version of the [CMNN Estimator](https://github.com/dirac-institute/CMNN_Photoz_Estimator). | Melissa Graham |
-
+| MLScikitL_Estimator | PZ estimate for DP0 galxies with Scikit-Learn and comparison with CMNN | Sylvie Dagoret-Campagne |
 
 # note
 
-These notebooks might not work for DP0.2, when the data products will be different.
\ No newline at end of file
+These notebooks might not work for DP0.2, when the data products will be different.