diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..a9da9a1
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,2 @@
+*~
+\#*
\ No newline at end of file
diff --git a/JLA/jla.dataset b/JLA/jla.dataset
index 9c9a6ef..33cc017 100644
--- a/JLA/jla.dataset
+++ b/JLA/jla.dataset
@@ -1,6 +1,6 @@
 #Settings for the joint SNLS/SDSS data analysis
 name = JLA
-data_file = data/jla_lcparams.txt
+data_file = jla_lcparams.txt
 pecz = 0
 intrinsicdisp = 0
 intrinsicdisp0 = 0
@@ -10,14 +10,14 @@ intrinsicdisp3 = 0
 twoscriptmfit = T
 scriptmcut = 10.0
 has_mag_covmat = T
-mag_covmat_file = data/jla_v0_covmatrix.dat
+mag_covmat_file = jla_v0_covmatrix.dat
 has_stretch_covmat = T
-stretch_covmat_file = data/jla_va_covmatrix.dat
+stretch_covmat_file = jla_va_covmatrix.dat
 has_colour_covmat = T
-colour_covmat_file = data/jla_vb_covmatrix.dat
+colour_covmat_file = jla_vb_covmatrix.dat
 has_mag_stretch_covmat = T
-mag_stretch_covmat_file = data/jla_v0a_covmatrix.dat
+mag_stretch_covmat_file = jla_v0a_covmatrix.dat
 has_mag_colour_covmat = T
-mag_colour_covmat_file = data/jla_v0b_covmatrix.dat
+mag_colour_covmat_file = jla_v0b_covmatrix.dat
 has_stretch_colour_covmat = T
-stretch_colour_covmat_file = data/jla_vab_covmatrix.dat
+stretch_colour_covmat_file = jla_vab_covmatrix.dat
diff --git a/Pantheon/full_long.dataset~ b/Pantheon/full_long.dataset~
deleted file mode 100644
index 917c3c2..0000000
--- a/Pantheon/full_long.dataset~
+++ /dev/null
@@ -1,15 +0,0 @@
-#https://arxiv.org/abs/1710.00845
-
-name = PANTHEON
-data_file = data/Pantheon/lcparam_full_long.txt
-pecz = 0
-intrinsicdisp = 0
-twoscriptmfit = F
-scriptmcut = 10.0
-has_mag_covmat = T
-mag_covmat_file =  data/Pantheon/sys_full_long.txt
-has_stretch_covmat = F
-has_colour_covmat = F
-has_mag_stretch_covmat = F
-has_mag_colour_covmat = F
-has_stretch_colour_covmat = F