Upgrade XGBoost to >=1.4.0 (#2484)

* init * fix latest dep versions and release notes Co-authored-by: chukarsten <64713315+chukarsten@users.noreply.github.com>
alteryx · Jul 12, 2021 · 7463475 · 7463475
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diff --git a/docs/source/release_notes.rst b/docs/source/release_notes.rst
@@ -10,6 +10,7 @@ Release Notes
         * Added custom exception message for partial dependence on features with scales that are too small :pr:`2455`
         * Updated to work with Pandas 1.3.0 :pr:`2442`
     * Changes
+        * Updated XGBoost dependency to ``>=1.4.0`` :pr:`2484`
         * Added a ``DeprecationWarning`` about deprecating the list API for ``ComponentGraph`` :pr:`2488`
     * Documentation Changes
         * Moved docstrings from ``__init__`` to class pages, added missing docstrings for missing classes, and updated missing default values :pr:`2452`

diff --git a/evalml/tests/dependency_update_check/latest_dependency_versions.txt b/evalml/tests/dependency_update_check/latest_dependency_versions.txt
@@ -29,4 +29,4 @@ sktime==0.6.1
 statsmodels==0.12.2
 texttable==1.6.3
 woodwork==0.4.2
-xgboost==1.2.1
+xgboost==1.4.2
diff --git a/requirements.txt b/requirements.txt
@@ -2,7 +2,7 @@
 plotly>=5.0.0
 kaleido>=0.1.0
 ipywidgets>=7.5
-xgboost>=1.1.0,<1.3.0
+xgboost>=1.4.0
 catboost>=0.20
 lightgbm>=2.3.1
 matplotlib>=3.3.3