diff --git a/scripts/run_lda.R b/scripts/run_lda.R
index bdf1fe3..154412f 100755
--- a/scripts/run_lda.R
+++ b/scripts/run_lda.R
@@ -11,10 +11,8 @@
 #   ./run_lda.R --counts test.RData --init test.rds
 #
 
-# countsfile <- "../data/nips.RData"
 # countsfile <- "../data/droplet.RData"
 # countsfile <- "../data/pbmc_68k.RData"
-# initfile   <- "../output/nips/rds/fit-nips-scd-ex-k=10.rds"
 # initfile   <- "../output/droplet/rds/fit-droplet-scd-ex-k=10.rds"
 # initfile   <- "../output/pbmc68k/rds/fit-pbmc68k-scd-ex-k=10.rds"
 
@@ -59,12 +57,6 @@ k    <- ncol(fit0$F)
 # -------
 # Now we are ready to perform variational inference for the LDA model.
 #
-# For the nips data with k = 10, this step took roughly 40 s per
-# iteration.
-#
-# For the newsgroups data with k = 10, this step took roughly 70 s per
-# iteration.
-#
 # For the droplet data with k = 10, this step took roughly 6 min per
 # iteration.
 #
diff --git a/scripts/run_lda_all.sh b/scripts/run_lda_all.sh
index a2c3905..fd611a3 100644
--- a/scripts/run_lda_all.sh
+++ b/scripts/run_lda_all.sh
@@ -101,7 +101,53 @@ sbatch ${MAIN_SCRIPT} nips nips/rds/fit-nips-scd-ex-k=11
 sbatch ${MAIN_SCRIPT} nips nips/rds/fit-nips-scd-ex-k=12
 
 # Run LDA on the droplet data.
-# TO DO.
+#
+#                     data    initfile
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-k=2
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-k=2
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-k=3
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-k=4
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-k=5
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-k=6
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-k=7
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-k=8
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-k=9
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-k=10
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-k=11
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-k=12
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-ex-k=2
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-ex-k=3
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-ex-k=4
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-ex-k=5
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-ex-k=6
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-ex-k=7
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-ex-k=8
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-ex-k=9
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-ex-k=10
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-ex-k=11
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-em-ex-k=12
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-k=2
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-k=3
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-k=4
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-k=5
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-k=6
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-k=7
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-k=8
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-k=9
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-k=10
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-k=11
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-k=12
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-ex-k=2
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-ex-k=3
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-ex-k=4
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-ex-k=5
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-ex-k=6
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-ex-k=7
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-ex-k=8
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-ex-k=9
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-ex-k=10
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-ex-k=11
+sbatch ${MAIN_SCRIPT} droplet droplet/rds/fit-droplet-scd-ex-k=12
 
 # Run LDA on the 68k pbmc data.
 # TO DO.