From 6c4641ba83ecc1cd0307db2682ea6ee1ec1226b5 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=D9=85=D8=AD=D9=85=D8=AF=20=D8=A7=D9=84=D8=AF=D8=B3=D9=88?=
 =?UTF-8?q?=D9=82=D9=8A?= <39778149+mohamed-180@users.noreply.github.com>
Date: Fri, 11 Mar 2022 23:21:53 +0200
Subject: [PATCH 1/3] Update backend.R

---
 R/backend.R | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/R/backend.R b/R/backend.R
index 38c6eefa3..5effe6e36 100644
--- a/R/backend.R
+++ b/R/backend.R
@@ -120,7 +120,7 @@ k_argmax <- function(x, axis = -1) {
   keras$backend$argmax(
     x = x,
     axis = as_axis(axis)
-  )
+  ) + 1L # Use 1-based for returned value
 }
 
 
@@ -139,7 +139,7 @@ k_argmin <- function(x, axis = -1) {
   keras$backend$argmin(
     x = x,
     axis = as_axis(axis)
-  )
+  ) + 1L # Use 1-based for returned value
 }
 
 

From 9a6aad06a48dfc2e796b6ab2f2db054dda356a1d Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=D9=85=D8=AD=D9=85=D8=AF=20=D8=A7=D9=84=D8=AF=D8=B3=D9=88?=
 =?UTF-8?q?=D9=82=D9=8A?= <39778149+mohamed-180@users.noreply.github.com>
Date: Sat, 12 Mar 2022 13:33:26 +0200
Subject: [PATCH 2/3] Update NEWS.md

---
 NEWS.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/NEWS.md b/NEWS.md
index 3a77514b0..e1059f078 100644
--- a/NEWS.md
+++ b/NEWS.md
@@ -57,6 +57,7 @@
   - k_squeeze(): `axis` argument can be ommitted, in which case all axes of size 1 are dropped.
   - k_tile(): `n` argument can now be supplied as a tensor.
   - New function `k_unstack()`.
+  - `k_argmax()`, `k_argmin()` returned values are one based.
 
 - KerasTensor objects (e.g, returned by `layer_input()`) now inherit from `"tensorflow.tensor"`.
 

From 23ee835563b4a6ef163f5c3898530cffe199d792 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=D9=85=D8=AD=D9=85=D8=AF=20=D8=A7=D9=84=D8=AF=D8=B3=D9=88?=
 =?UTF-8?q?=D9=82=D9=8A?= <39778149+mohamed-180@users.noreply.github.com>
Date: Sat, 12 Mar 2022 13:36:44 +0200
Subject: [PATCH 3/3] Update backend.R

---
 R/backend.R | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/R/backend.R b/R/backend.R
index 5effe6e36..cfe015fa0 100644
--- a/R/backend.R
+++ b/R/backend.R
@@ -111,7 +111,7 @@ k_arange <- function(start, stop = NULL, step = 1, dtype = "int32") {
 #' @param axis Axis along which to perform the reduction (axis indexes are
 #'   1-based). Pass -1 (the default) to select the last axis.
 #'
-#' @return A tensor.
+#' @return A 1-based tensor.
 #'
 #' @template roxlate-keras-backend
 #'
@@ -130,7 +130,7 @@ k_argmax <- function(x, axis = -1) {
 #' @param axis Axis along which to perform the reduction (axis indexes are
 #'   1-based). Pass -1 (the default) to select the last axis.
 #'
-#' @return A tensor.
+#' @return A 1-based tensor.
 #'
 #' @template roxlate-keras-backend
 #'