diff --git a/modules/Anomalies/Anomalies.R b/modules/Anomalies/Anomalies.R
index 2d54365a6e611291fc355a918de30c0e3e24a1b9..d5f11228eea9b354bfd70132fc6958a7bfa99b0d 100644
--- a/modules/Anomalies/Anomalies.R
+++ b/modules/Anomalies/Anomalies.R
@@ -1,6 +1,3 @@
-## TODO: Remove in the next release
-source("modules/Anomalies/compute_anomalies.R")
-
 # Compute the hcst, obs and fcst anomalies with or without cross-validation
 # and return them, along with the hcst and obs climatologies.
 
diff --git a/modules/Anomalies/compute_anomalies.R b/modules/Anomalies/compute_anomalies.R
deleted file mode 100644
index 2ef36a34086a9bc270f09740a337438370a43950..0000000000000000000000000000000000000000
--- a/modules/Anomalies/compute_anomalies.R
+++ /dev/null
@@ -1,7 +0,0 @@
-compute_anomalies <- function(recipe, data) {
-  warning(paste0("The function compute_anomalies() has been renamed to: ",
-                 "'Anomalies()'. The name 'compute_anomalies()' will be ",
-                 "deprecated in the next release. Please change your scripts ",
-                 "accordingly."))
-  return(Anomalies(recipe, data))
-}
diff --git a/modules/Calibration/Calibration.R b/modules/Calibration/Calibration.R
index 16d7b96b190fad0f2e80f48c6195ec61416447b3..f1362a22c7608ca95322351d5ba1ea5422792670 100644
--- a/modules/Calibration/Calibration.R
+++ b/modules/Calibration/Calibration.R
@@ -1,6 +1,3 @@
-## TODO: Remove in the next release
-source("modules/Calibration/calibrate_datasets.R")
-
 Calibration <- function(recipe, data) {
   # Function that calibrates the hindcast using the method stated in the
   # recipe. If the forecast is not null, it calibrates it as well.
diff --git a/modules/Calibration/calibrate_datasets.R b/modules/Calibration/calibrate_datasets.R
deleted file mode 100644
index 8264992f949788b40e6bd6d5bfd5471b1536f1e5..0000000000000000000000000000000000000000
--- a/modules/Calibration/calibrate_datasets.R
+++ /dev/null
@@ -1,7 +0,0 @@
-calibrate_datasets <- function(recipe, data) {
-  warning(paste0("The function calibrate_datasets() has been renamed to: ",
-                 "'Calibration()'. The name 'calibrate_datasets' will be ",
-                 "deprecated in the next release. Please change your scripts ",
-                 "accordingly."))
-  return(Calibration(recipe, data))
-}
diff --git a/modules/Loading/Loading.R b/modules/Loading/Loading.R
index 6c4002ee9f10d291acdd36f9dfe6996eea15be26..6e219bf13b09a6d2888b8edb4095b1f78b875ee0 100644
--- a/modules/Loading/Loading.R
+++ b/modules/Loading/Loading.R
@@ -1,6 +1,4 @@
 source("tools/libs.R")
-## TODO: Remove with the next release
-source("modules/Loading/load_datasets.R")
 
 Loading <- function(recipe) {
   # Source correct function depending on filesystem and time horizon
diff --git a/modules/Loading/load_datasets.R b/modules/Loading/load_datasets.R
deleted file mode 100644
index 86010780c1667b65406f14b57f7ff03ac1821809..0000000000000000000000000000000000000000
--- a/modules/Loading/load_datasets.R
+++ /dev/null
@@ -1,7 +0,0 @@
-load_datasets <- function(recipe) {
-  warning(paste0("The function load_datasets() has been renamed to: ",
-                 "'Loading()'. The name 'load_datasets' will be ",
-                 "deprecated in the next release. Please change your scripts ",
-                 "accordingly."))
-  return(Loading(recipe))
-}
diff --git a/modules/Skill/Skill.R b/modules/Skill/Skill.R
index 04fbc52efb5246e86c601007be1ced893439fc14..694fd3223e39190de4cb25d87539d5eebd0b46c9 100644
--- a/modules/Skill/Skill.R
+++ b/modules/Skill/Skill.R
@@ -15,9 +15,6 @@ source("modules/Saving/R/drop_dims.R")
 source("modules/Skill/R/RPS_clim.R")
 source("modules/Skill/R/CRPS_clim.R")
 source("modules/Skill/R/tmp/GetProbs.R")
-## TODO: Remove in the next release
-source("modules/Skill/compute_skill_metrics.R")
-source("modules/Skill/compute_probabilities.R")
 
 Skill <- function(recipe, data, agg = 'global') {
 
diff --git a/modules/Skill/compute_probabilities.R b/modules/Skill/compute_probabilities.R
deleted file mode 100644
index 44a91b96e8573d4dac77cb1f02b59fa9a3c3b3cc..0000000000000000000000000000000000000000
--- a/modules/Skill/compute_probabilities.R
+++ /dev/null
@@ -1,7 +0,0 @@
-compute_probabilities <- function(recipe, data) {
-  warning(paste0("The function compute_probabilities() has been renamed to: ",
-                 "'Probabilities()'. The name 'compute_probabilities' will be ",
-                 "deprecated in the next release. Please change your scripts ",
-                 "accordingly."))
-  return(Probabilities(recipe, data))
-}
diff --git a/modules/Skill/compute_skill_metrics.R b/modules/Skill/compute_skill_metrics.R
deleted file mode 100644
index 98f0f2ebd2f0975fa483bc808e3f1a9df8ecfec4..0000000000000000000000000000000000000000
--- a/modules/Skill/compute_skill_metrics.R
+++ /dev/null
@@ -1,7 +0,0 @@
-compute_skill_metrics <- function(recipe, data) {
-  warning(paste0("The function compute_skill_metrics() has been renamed to: ",
-                 "'Skill()'. The name 'compute_skill_metrics' will be ",
-                 "deprecated in the next release. Please change your scripts ",
-                 "accordingly."))
-  return(Skill(recipe, data))
-}
diff --git a/modules/Visualization/Visualization.R b/modules/Visualization/Visualization.R
index ae94ed3d01526f8cf98932a2adf6f6bce6d7359d..1426a085e2e36aae411c30f161e564a1e4969684 100644
--- a/modules/Visualization/Visualization.R
+++ b/modules/Visualization/Visualization.R
@@ -10,8 +10,6 @@ source("modules/Visualization/R/get_proj_code.R")
 source("modules/Visualization/R/tmp/PlotRobinson.R")
 source("modules/Visualization/R/plot_most_likely_terciles_map.R")
 source("modules/Visualization/R/plot_ensemble_mean.R")
-## TODO: Remove in the next release
-source("modules/Visualization/plot_data.R")
 
 Visualization <- function(recipe,
                           data,
diff --git a/modules/Visualization/plot_data.R b/modules/Visualization/plot_data.R
deleted file mode 100644
index 910b40fa16c6c912649101c9358fbe1a1973a932..0000000000000000000000000000000000000000
--- a/modules/Visualization/plot_data.R
+++ /dev/null
@@ -1,11 +0,0 @@
-plot_data <- function(recipe,
-                      data,
-                      skill_metrics = NULL,
-                      probabilities = NULL,
-                      significance = F) {
-  warning(paste0("The function plot_data() has been renamed to: ",
-                 "'Visualization()'. The name 'plot_data()' will be ",
-                 "deprecated in the next release. Please change your scripts ",
-                 "accordingly."))
-  return(Visualization(recipe, data, skill_metrics, probabilities, significance))
-}