From 83d2e81f42db1ff2824ef9dbf52549b87be6218e Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Guillem=20Garc=C3=ADa=20Subies?=
 <37592763+GuillemGSubies@users.noreply.github.com>
Date: Tue, 30 Jul 2019 17:17:05 +0200
Subject: [PATCH 01/20] Deprecated 'copy' in TfidfVectorizer.transform

---
 sklearn/feature_extraction/text.py | 13 +++++++++++--
 1 file changed, 11 insertions(+), 2 deletions(-)

diff --git a/sklearn/feature_extraction/text.py b/sklearn/feature_extraction/text.py
index b19431ea67f58..01b247030cd04 100644
--- a/sklearn/feature_extraction/text.py
+++ b/sklearn/feature_extraction/text.py
@@ -1666,7 +1666,7 @@ def fit_transform(self, raw_documents, y=None):
         # we set copy to False
         return self._tfidf.transform(X, copy=False)
 
-    def transform(self, raw_documents, copy=True):
+    def transform(self, raw_documents, copy="deprecated"):
         """Transform documents to document-term matrix.
 
         Uses the vocabulary and document frequencies (df) learned by fit (or
@@ -1681,13 +1681,22 @@ def transform(self, raw_documents, copy=True):
             Whether to copy X and operate on the copy or perform in-place
             operations.
 
+        .. deprecated:: 0.21
+            The `copy` parameter was deprecated in version 0.21 and will
+            be removed in 0.23. This parameter will be ignored
         Returns
         -------
         X : sparse matrix, [n_samples, n_features]
             Tf-idf-weighted document-term matrix.
         """
         check_is_fitted(self, '_tfidf', 'The tfidf vector is not fitted')
-
+        # FIXME Remove copy parameter support in 0.23 -------------------------
+        if copy == "deprecated":
+            msg = ("'copy' param has been deprecated since version 0.21."
+                   " Backward compatibility for 'copy' will be removed in"
+                   " 0.23.")
+            warnings.warn(msg, DeprecationWarning)
+        # ---------------------------------------------------------------------
         X = super().transform(raw_documents)
         return self._tfidf.transform(X, copy=False)
 

From 142747a3d5adbd5be831b9dfb946deeec43141f5 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Guillem=20Garc=C3=ADa=20Subies?=
 <37592763+GuillemGSubies@users.noreply.github.com>
Date: Wed, 31 Jul 2019 15:54:10 +0200
Subject: [PATCH 02/20] Update text.py

---
 sklearn/feature_extraction/text.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/sklearn/feature_extraction/text.py b/sklearn/feature_extraction/text.py
index 01b247030cd04..1c8f051d6838a 100644
--- a/sklearn/feature_extraction/text.py
+++ b/sklearn/feature_extraction/text.py
@@ -1691,7 +1691,7 @@ def transform(self, raw_documents, copy="deprecated"):
         """
         check_is_fitted(self, '_tfidf', 'The tfidf vector is not fitted')
         # FIXME Remove copy parameter support in 0.23 -------------------------
-        if copy == "deprecated":
+        if copy != "deprecated":
             msg = ("'copy' param has been deprecated since version 0.21."
                    " Backward compatibility for 'copy' will be removed in"
                    " 0.23.")

From 7eb23f13734278445ddfcf239c72cc2d7cbe271f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Guillem=20Garc=C3=ADa=20Subies?=
 <37592763+GuillemGSubies@users.noreply.github.com>
Date: Wed, 31 Jul 2019 16:22:58 +0200
Subject: [PATCH 03/20] Update text.py

---
 sklearn/feature_extraction/text.py | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/sklearn/feature_extraction/text.py b/sklearn/feature_extraction/text.py
index 1c8f051d6838a..fb064b9bcf3c6 100644
--- a/sklearn/feature_extraction/text.py
+++ b/sklearn/feature_extraction/text.py
@@ -1681,9 +1681,10 @@ def transform(self, raw_documents, copy="deprecated"):
             Whether to copy X and operate on the copy or perform in-place
             operations.
 
-        .. deprecated:: 0.21
-            The `copy` parameter was deprecated in version 0.21 and will
-            be removed in 0.23. This parameter will be ignored
+            .. deprecated:: 0.21
+               The `copy` parameter was deprecated in version 0.21 and
+               will be removed in 0.23. This parameter will be ignored
+
         Returns
         -------
         X : sparse matrix, [n_samples, n_features]

From b5858f09fd9d3f7640ebdd900264c75b0682789f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Guillem=20Garc=C3=ADa=20Subies?=
 <37592763+GuillemGSubies@users.noreply.github.com>
Date: Wed, 31 Jul 2019 17:09:30 +0200
Subject: [PATCH 04/20] Update text.py

---
 sklearn/feature_extraction/text.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/sklearn/feature_extraction/text.py b/sklearn/feature_extraction/text.py
index fb064b9bcf3c6..46b2c6074da62 100644
--- a/sklearn/feature_extraction/text.py
+++ b/sklearn/feature_extraction/text.py
@@ -1691,13 +1691,13 @@ def transform(self, raw_documents, copy="deprecated"):
             Tf-idf-weighted document-term matrix.
         """
         check_is_fitted(self, '_tfidf', 'The tfidf vector is not fitted')
-        # FIXME Remove copy parameter support in 0.23 -------------------------
+
+        # FIXME Remove copy parameter support in 0.23
         if copy != "deprecated":
             msg = ("'copy' param has been deprecated since version 0.21."
                    " Backward compatibility for 'copy' will be removed in"
                    " 0.23.")
             warnings.warn(msg, DeprecationWarning)
-        # ---------------------------------------------------------------------
         X = super().transform(raw_documents)
         return self._tfidf.transform(X, copy=False)
 

From 70a2e83379260d7f6e47a56f9c1e38698619633c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Guillem=20Garc=C3=ADa=20Subies?=
 <37592763+GuillemGSubies@users.noreply.github.com>
Date: Wed, 31 Jul 2019 17:18:17 +0200
Subject: [PATCH 05/20] Added test

---
 sklearn/feature_extraction/tests/test_text.py | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/sklearn/feature_extraction/tests/test_text.py b/sklearn/feature_extraction/tests/test_text.py
index 59ddcb5fa1ac3..f7ac31ff04651 100644
--- a/sklearn/feature_extraction/tests/test_text.py
+++ b/sklearn/feature_extraction/tests/test_text.py
@@ -504,6 +504,18 @@ def test_tfidf_vectorizer_setters():
     assert tv._tfidf.sublinear_tf
 
 
+# FIXME Remove copy parameter support in 0.23
+def test_tfidf_vectorizer_deprecationwarning():
+    msg = ("'copy' param has been deprecated since version 0.21."
+           " Backward compatibility for 'copy' will be removed in"
+           " 0.23.")
+    with pytest.warns(DeprecationWarning, match=msg):
+        tv = TfidfTransformer()
+        train_data = iter(JUNK_FOOD_DOCS)
+        tv.fit(train_data)
+        tv.transform(train_data, copy=True)
+
+
 @fails_if_pypy
 def test_hashing_vectorizer():
     v = HashingVectorizer()

From 2c6cb55f65bcac2cf2f07daa8c68ef2f0d623ad1 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Guillem=20Garc=C3=ADa=20Subies?=
 <37592763+GuillemGSubies@users.noreply.github.com>
Date: Thu, 1 Aug 2019 15:16:50 +0200
Subject: [PATCH 06/20] Update sklearn/feature_extraction/tests/test_text.py

Co-Authored-By: Andreas Mueller <t3kcit@gmail.com>
---
 sklearn/feature_extraction/tests/test_text.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/sklearn/feature_extraction/tests/test_text.py b/sklearn/feature_extraction/tests/test_text.py
index f7ac31ff04651..8bac4f314ae3d 100644
--- a/sklearn/feature_extraction/tests/test_text.py
+++ b/sklearn/feature_extraction/tests/test_text.py
@@ -510,7 +510,7 @@ def test_tfidf_vectorizer_deprecationwarning():
            " Backward compatibility for 'copy' will be removed in"
            " 0.23.")
     with pytest.warns(DeprecationWarning, match=msg):
-        tv = TfidfTransformer()
+        tv = TfidfVectorizer()
         train_data = iter(JUNK_FOOD_DOCS)
         tv.fit(train_data)
         tv.transform(train_data, copy=True)

From 26eb579db966891ed81c4320159c5ad0ad7cad8d Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Guillem=20Garc=C3=ADa=20Subies?=
 <37592763+GuillemGSubies@users.noreply.github.com>
Date: Thu, 1 Aug 2019 16:26:34 +0200
Subject: [PATCH 07/20] Update test_text.py

---
 sklearn/feature_extraction/tests/test_text.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/sklearn/feature_extraction/tests/test_text.py b/sklearn/feature_extraction/tests/test_text.py
index 8bac4f314ae3d..9d71e40039548 100644
--- a/sklearn/feature_extraction/tests/test_text.py
+++ b/sklearn/feature_extraction/tests/test_text.py
@@ -511,7 +511,7 @@ def test_tfidf_vectorizer_deprecationwarning():
            " 0.23.")
     with pytest.warns(DeprecationWarning, match=msg):
         tv = TfidfVectorizer()
-        train_data = iter(JUNK_FOOD_DOCS)
+        train_data = JUNK_FOOD_DOCS
         tv.fit(train_data)
         tv.transform(train_data, copy=True)
 

From bb7b3666320ea9cc9007ff0d461635c01a3a89e2 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Guillem=20Garc=C3=ADa=20Subies?=
 <37592763+GuillemGSubies@users.noreply.github.com>
Date: Sun, 4 Aug 2019 21:54:50 +0200
Subject: [PATCH 08/20] Update test_text.py

---
 sklearn/feature_extraction/tests/test_text.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/sklearn/feature_extraction/tests/test_text.py b/sklearn/feature_extraction/tests/test_text.py
index 9d71e40039548..cf5e943cbaed9 100644
--- a/sklearn/feature_extraction/tests/test_text.py
+++ b/sklearn/feature_extraction/tests/test_text.py
@@ -504,11 +504,11 @@ def test_tfidf_vectorizer_setters():
     assert tv._tfidf.sublinear_tf
 
 
-# FIXME Remove copy parameter support in 0.23
+# FIXME Remove copy parameter support in 0.24
 def test_tfidf_vectorizer_deprecationwarning():
-    msg = ("'copy' param has been deprecated since version 0.21."
+    msg = ("'copy' param has been deprecated since version 0.22."
            " Backward compatibility for 'copy' will be removed in"
-           " 0.23.")
+           " 0.24.")
     with pytest.warns(DeprecationWarning, match=msg):
         tv = TfidfVectorizer()
         train_data = JUNK_FOOD_DOCS

From ba8c36a67b58e71aca1195320a0cca5e6a046282 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Guillem=20Garc=C3=ADa=20Subies?=
 <37592763+GuillemGSubies@users.noreply.github.com>
Date: Sun, 4 Aug 2019 21:55:38 +0200
Subject: [PATCH 09/20] Update text.py

---
 sklearn/feature_extraction/text.py | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/sklearn/feature_extraction/text.py b/sklearn/feature_extraction/text.py
index 46b2c6074da62..1d818bc54f7af 100644
--- a/sklearn/feature_extraction/text.py
+++ b/sklearn/feature_extraction/text.py
@@ -1681,9 +1681,9 @@ def transform(self, raw_documents, copy="deprecated"):
             Whether to copy X and operate on the copy or perform in-place
             operations.
 
-            .. deprecated:: 0.21
-               The `copy` parameter was deprecated in version 0.21 and
-               will be removed in 0.23. This parameter will be ignored
+            .. deprecated:: 0.24
+               The `copy` parameter was deprecated in version 0.22 and
+               will be removed in 0.24. This parameter will be ignored
 
         Returns
         -------
@@ -1692,11 +1692,11 @@ def transform(self, raw_documents, copy="deprecated"):
         """
         check_is_fitted(self, '_tfidf', 'The tfidf vector is not fitted')
 
-        # FIXME Remove copy parameter support in 0.23
+        # FIXME Remove copy parameter support in 0.24
         if copy != "deprecated":
-            msg = ("'copy' param has been deprecated since version 0.21."
+            msg = ("'copy' param has been deprecated since version 0.22."
                    " Backward compatibility for 'copy' will be removed in"
-                   " 0.23.")
+                   " 0.24.")
             warnings.warn(msg, DeprecationWarning)
         X = super().transform(raw_documents)
         return self._tfidf.transform(X, copy=False)

From 6050aee67f5be559938872dc65639c2a567a7239 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Guillem=20Garc=C3=ADa=20Subies?=
 <37592763+GuillemGSubies@users.noreply.github.com>
Date: Sun, 4 Aug 2019 21:56:48 +0200
Subject: [PATCH 10/20] Update text.py

---
 sklearn/feature_extraction/text.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/sklearn/feature_extraction/text.py b/sklearn/feature_extraction/text.py
index 1d818bc54f7af..00203b1ec6f30 100644
--- a/sklearn/feature_extraction/text.py
+++ b/sklearn/feature_extraction/text.py
@@ -1681,7 +1681,7 @@ def transform(self, raw_documents, copy="deprecated"):
             Whether to copy X and operate on the copy or perform in-place
             operations.
 
-            .. deprecated:: 0.24
+            .. deprecated:: 0.22
                The `copy` parameter was deprecated in version 0.22 and
                will be removed in 0.24. This parameter will be ignored
 

From 0b9978a33bb0cf6f3bd33d164f1b7d83f14780f4 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Guillem=20Garc=C3=ADa=20Subies?=
 <37592763+GuillemGSubies@users.noreply.github.com>
Date: Mon, 5 Aug 2019 08:12:47 +0200
Subject: [PATCH 11/20] Update text.py

---
 sklearn/feature_extraction/text.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/sklearn/feature_extraction/text.py b/sklearn/feature_extraction/text.py
index 00203b1ec6f30..0b6dccafb1aca 100644
--- a/sklearn/feature_extraction/text.py
+++ b/sklearn/feature_extraction/text.py
@@ -1683,7 +1683,7 @@ def transform(self, raw_documents, copy="deprecated"):
 
             .. deprecated:: 0.22
                The `copy` parameter was deprecated in version 0.22 and
-               will be removed in 0.24. This parameter will be ignored
+               will be removed in 0.24. This parameter will be ignored.
 
         Returns
         -------

From 58b9f2829e4822cd6b49e971207bf11c3e723997 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Guillem=20Garc=C3=ADa=20Subies?=
 <37592763+GuillemGSubies@users.noreply.github.com>
Date: Mon, 5 Aug 2019 14:57:03 +0200
Subject: [PATCH 12/20] Update v0.22.rst

---
 doc/whats_new/v0.22.rst | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/doc/whats_new/v0.22.rst b/doc/whats_new/v0.22.rst
index 92095b686df45..a9020a9f772a9 100644
--- a/doc/whats_new/v0.22.rst
+++ b/doc/whats_new/v0.22.rst
@@ -45,6 +45,15 @@ Changelog
     :pr:`123456` by :user:`Joe Bloggs <joeongithub>`.
     where 123456 is the *pull request* number, not the issue number.
 
+:mod:`sklearn.inspection`
+.....................
+
+- |API| Deprecated `copy` param for
+  :meth: `feature_extraction.text.TfidfVectorizer.transform` it will be
+  removed in v0.24. :pr:`14520` by
+  :user:`Guillem G. Subies <guillemgsubies>`.
+
+
 :mod:`sklearn.base`
 ...................
 

From 5d43a86f1d4b38471b0f4e8268f0ba4e1be8111c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Guillem=20Garc=C3=ADa=20Subies?=
 <37592763+GuillemGSubies@users.noreply.github.com>
Date: Tue, 6 Aug 2019 08:25:48 +0200
Subject: [PATCH 13/20] Update doc/whats_new/v0.22.rst

Co-Authored-By: Joel Nothman <joel.nothman@gmail.com>
---
 doc/whats_new/v0.22.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/doc/whats_new/v0.22.rst b/doc/whats_new/v0.22.rst
index a9020a9f772a9..41f738c1fcf68 100644
--- a/doc/whats_new/v0.22.rst
+++ b/doc/whats_new/v0.22.rst
@@ -48,7 +48,7 @@ Changelog
 :mod:`sklearn.inspection`
 .....................
 
-- |API| Deprecated `copy` param for
+- |API| Deprecated unused `copy` param for
   :meth: `feature_extraction.text.TfidfVectorizer.transform` it will be
   removed in v0.24. :pr:`14520` by
   :user:`Guillem G. Subies <guillemgsubies>`.

From a3946469beb76c5411d909e66a7067034c743f55 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Guillem=20Garc=C3=ADa=20Subies?=
 <37592763+GuillemGSubies@users.noreply.github.com>
Date: Tue, 6 Aug 2019 08:26:52 +0200
Subject: [PATCH 14/20] Update test_text.py

---
 sklearn/feature_extraction/tests/test_text.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/sklearn/feature_extraction/tests/test_text.py b/sklearn/feature_extraction/tests/test_text.py
index cf5e943cbaed9..a7284d3b20503 100644
--- a/sklearn/feature_extraction/tests/test_text.py
+++ b/sklearn/feature_extraction/tests/test_text.py
@@ -506,7 +506,7 @@ def test_tfidf_vectorizer_setters():
 
 # FIXME Remove copy parameter support in 0.24
 def test_tfidf_vectorizer_deprecationwarning():
-    msg = ("'copy' param has been deprecated since version 0.22."
+    msg = ("'copy' param is unused and has been deprecated since version 0.22."
            " Backward compatibility for 'copy' will be removed in"
            " 0.24.")
     with pytest.warns(DeprecationWarning, match=msg):

From 411bb3d43911421ed541d2a910bf5c44553d5e2b Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Guillem=20Garc=C3=ADa=20Subies?=
 <37592763+GuillemGSubies@users.noreply.github.com>
Date: Tue, 6 Aug 2019 08:27:15 +0200
Subject: [PATCH 15/20] Update text.py

---
 sklearn/feature_extraction/text.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/sklearn/feature_extraction/text.py b/sklearn/feature_extraction/text.py
index 0b6dccafb1aca..7dcde1cf9b53a 100644
--- a/sklearn/feature_extraction/text.py
+++ b/sklearn/feature_extraction/text.py
@@ -1694,7 +1694,7 @@ def transform(self, raw_documents, copy="deprecated"):
 
         # FIXME Remove copy parameter support in 0.24
         if copy != "deprecated":
-            msg = ("'copy' param has been deprecated since version 0.22."
+            msg = ("'copy' param is unused and has been deprecated since version 0.22."
                    " Backward compatibility for 'copy' will be removed in"
                    " 0.24.")
             warnings.warn(msg, DeprecationWarning)

From 62b8a28a768eca5c2a4358d9bc3430ed0df61970 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Guillem=20Garc=C3=ADa=20Subies?=
 <37592763+GuillemGSubies@users.noreply.github.com>
Date: Tue, 6 Aug 2019 08:27:56 +0200
Subject: [PATCH 16/20] Update text.py

---
 sklearn/feature_extraction/text.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/sklearn/feature_extraction/text.py b/sklearn/feature_extraction/text.py
index 7dcde1cf9b53a..5a5bf8db2566c 100644
--- a/sklearn/feature_extraction/text.py
+++ b/sklearn/feature_extraction/text.py
@@ -1682,8 +1682,9 @@ def transform(self, raw_documents, copy="deprecated"):
             operations.
 
             .. deprecated:: 0.22
-               The `copy` parameter was deprecated in version 0.22 and
-               will be removed in 0.24. This parameter will be ignored.
+               The `copy` parameter is unused and was deprecated in version
+               0.22 and will be removed in 0.24. This parameter will be
+               ignored.
 
         Returns
         -------

From eaccf9826c56b555197b933e1aa5b7efd0279c56 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Guillem=20Garc=C3=ADa=20Subies?=
 <37592763+GuillemGSubies@users.noreply.github.com>
Date: Tue, 6 Aug 2019 08:50:48 +0200
Subject: [PATCH 17/20] Update text.py

---
 sklearn/feature_extraction/text.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/sklearn/feature_extraction/text.py b/sklearn/feature_extraction/text.py
index 5a5bf8db2566c..aee245ac65c66 100644
--- a/sklearn/feature_extraction/text.py
+++ b/sklearn/feature_extraction/text.py
@@ -1695,9 +1695,9 @@ def transform(self, raw_documents, copy="deprecated"):
 
         # FIXME Remove copy parameter support in 0.24
         if copy != "deprecated":
-            msg = ("'copy' param is unused and has been deprecated since version 0.22."
-                   " Backward compatibility for 'copy' will be removed in"
-                   " 0.24.")
+            msg = ("'copy' param is unused and has been deprecated since "
+                   "version 0.22. Backward compatibility for 'copy' will "
+                   "be removed in 0.24.")
             warnings.warn(msg, DeprecationWarning)
         X = super().transform(raw_documents)
         return self._tfidf.transform(X, copy=False)

From 43e630e890570a881ad283e2c847d047f68d5196 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Guillem=20Garc=C3=ADa=20Subies?=
 <37592763+GuillemGSubies@users.noreply.github.com>
Date: Tue, 6 Aug 2019 08:51:22 +0200
Subject: [PATCH 18/20] Update test_text.py

---
 sklearn/feature_extraction/tests/test_text.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/sklearn/feature_extraction/tests/test_text.py b/sklearn/feature_extraction/tests/test_text.py
index a7284d3b20503..c0480aaf0f8cb 100644
--- a/sklearn/feature_extraction/tests/test_text.py
+++ b/sklearn/feature_extraction/tests/test_text.py
@@ -506,9 +506,9 @@ def test_tfidf_vectorizer_setters():
 
 # FIXME Remove copy parameter support in 0.24
 def test_tfidf_vectorizer_deprecationwarning():
-    msg = ("'copy' param is unused and has been deprecated since version 0.22."
-           " Backward compatibility for 'copy' will be removed in"
-           " 0.24.")
+    msg = ("'copy' param is unused and has been deprecated since "
+           "version 0.22. Backward compatibility for 'copy' will "
+           "be removed in 0.24.")
     with pytest.warns(DeprecationWarning, match=msg):
         tv = TfidfVectorizer()
         train_data = JUNK_FOOD_DOCS

From 6b9be446e302200c3736b9957aa93fa08add454e Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Guillem=20Garc=C3=ADa=20Subies?=
 <37592763+GuillemGSubies@users.noreply.github.com>
Date: Wed, 7 Aug 2019 14:41:16 +0200
Subject: [PATCH 19/20] Update doc/whats_new/v0.22.rst

Co-Authored-By: Joel Nothman <joel.nothman@gmail.com>
---
 doc/whats_new/v0.22.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/doc/whats_new/v0.22.rst b/doc/whats_new/v0.22.rst
index 41f738c1fcf68..e07cb26e4b0dc 100644
--- a/doc/whats_new/v0.22.rst
+++ b/doc/whats_new/v0.22.rst
@@ -45,7 +45,7 @@ Changelog
     :pr:`123456` by :user:`Joe Bloggs <joeongithub>`.
     where 123456 is the *pull request* number, not the issue number.
 
-:mod:`sklearn.inspection`
+:mod:`sklearn.feature_extraction`
 .....................
 
 - |API| Deprecated unused `copy` param for

From eed84399d2f2c9544f8ce670d7ed4fad440292ff Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Guillem=20Garc=C3=ADa=20Subies?=
 <37592763+GuillemGSubies@users.noreply.github.com>
Date: Wed, 7 Aug 2019 14:42:35 +0200
Subject: [PATCH 20/20] Update v0.22.rst

---
 doc/whats_new/v0.22.rst | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/doc/whats_new/v0.22.rst b/doc/whats_new/v0.22.rst
index e07cb26e4b0dc..1c57b7e6f3da8 100644
--- a/doc/whats_new/v0.22.rst
+++ b/doc/whats_new/v0.22.rst
@@ -45,14 +45,6 @@ Changelog
     :pr:`123456` by :user:`Joe Bloggs <joeongithub>`.
     where 123456 is the *pull request* number, not the issue number.
 
-:mod:`sklearn.feature_extraction`
-.....................
-
-- |API| Deprecated unused `copy` param for
-  :meth: `feature_extraction.text.TfidfVectorizer.transform` it will be
-  removed in v0.24. :pr:`14520` by
-  :user:`Guillem G. Subies <guillemgsubies>`.
-
 
 :mod:`sklearn.base`
 ...................
@@ -143,6 +135,14 @@ Changelog
   `predict_proba` give consistent results.
   :pr:`14114` by :user:`Guillaume Lemaitre <glemaitre>`.
 
+:mod:`sklearn.feature_extraction`
+.................................
+
+- |API| Deprecated unused `copy` param for
+  :meth: `feature_extraction.text.TfidfVectorizer.transform` it will be
+  removed in v0.24. :pr:`14520` by
+  :user:`Guillem G. Subies <guillemgsubies>`.
+
 :mod:`sklearn.gaussian_process`
 ...............................