diff --git a/explainerdashboard/custom.py b/explainerdashboard/custom.py
index fe991ce..2196232 100644
--- a/explainerdashboard/custom.py
+++ b/explainerdashboard/custom.py
@@ -1,10 +1,7 @@
 import dash
-import dash_html_components as html
-import dash_core_components as dcc
-import dash_bootstrap_components as dbc
-
-from dash.dependencies import Input, Output, State
+from dash import html, dcc, Input, Output, State
 from dash.exceptions import PreventUpdate
+import dash_bootstrap_components as dbc
 
 from .dashboard_components import *
 from .dashboard_tabs import *
diff --git a/explainerdashboard/dashboard_components/classifier_components.py b/explainerdashboard/dashboard_components/classifier_components.py
index c79503b..f84a599 100644
--- a/explainerdashboard/dashboard_components/classifier_components.py
+++ b/explainerdashboard/dashboard_components/classifier_components.py
@@ -15,12 +15,10 @@
 import pandas as pd
 
 import dash
-import dash_core_components as dcc
+from dash import html, dcc, Input, Output, State
+from dash.exceptions import PreventUpdate
 import dash_bootstrap_components as dbc
-import dash_html_components as html
 
-from dash.dependencies import Input, Output, State
-from dash.exceptions import PreventUpdate
 import plotly.graph_objs as go
 
 from ..dashboard_methods import *
diff --git a/explainerdashboard/dashboard_components/composites.py b/explainerdashboard/dashboard_components/composites.py
index 26eb67a..267d71a 100644
--- a/explainerdashboard/dashboard_components/composites.py
+++ b/explainerdashboard/dashboard_components/composites.py
@@ -12,7 +12,7 @@
 ]
 
 import dash_bootstrap_components as dbc
-import dash_html_components as html
+from dash import html
 
 from ..explainers import RandomForestExplainer, XGBExplainer
 from ..dashboard_methods import *
diff --git a/explainerdashboard/dashboard_components/connectors.py b/explainerdashboard/dashboard_components/connectors.py
index e59e475..ef33181 100644
--- a/explainerdashboard/dashboard_components/connectors.py
+++ b/explainerdashboard/dashboard_components/connectors.py
@@ -8,12 +8,10 @@
 
 import numpy as np
 
-import dash_core_components as dcc
-import dash_bootstrap_components as dbc
-import dash_html_components as html
-
-from dash.dependencies import Input, Output, State
+import dash
+from dash import html, dcc, Input, Output, State
 from dash.exceptions import PreventUpdate
+import dash_bootstrap_components as dbc
 
 from ..dashboard_methods import  *
 
diff --git a/explainerdashboard/dashboard_components/decisiontree_components.py b/explainerdashboard/dashboard_components/decisiontree_components.py
index a9e968b..c77708c 100644
--- a/explainerdashboard/dashboard_components/decisiontree_components.py
+++ b/explainerdashboard/dashboard_components/decisiontree_components.py
@@ -5,13 +5,9 @@
 ]
 
 import dash
-import dash_core_components as dcc
-import dash_bootstrap_components as dbc
-import dash_html_components as html
-import dash_table
-
-from dash.dependencies import Input, Output, State
+from dash import html, dcc, Input, Output, State, dash_table
 from dash.exceptions import PreventUpdate
+import dash_bootstrap_components as dbc
 
 from ..explainers import RandomForestExplainer, XGBExplainer
 from ..dashboard_methods import *
diff --git a/explainerdashboard/dashboard_components/overview_components.py b/explainerdashboard/dashboard_components/overview_components.py
index 7a0c467..81b7bf4 100644
--- a/explainerdashboard/dashboard_components/overview_components.py
+++ b/explainerdashboard/dashboard_components/overview_components.py
@@ -11,13 +11,9 @@
 import pandas as pd
 
 import dash
-import dash_core_components as dcc
-import dash_bootstrap_components as dbc
-import dash_html_components as html
-import dash_table
-
-from dash.dependencies import Input, Output, State
+from dash import html, dcc, Input, Output, State, dash_table
 from dash.exceptions import PreventUpdate
+import dash_bootstrap_components as dbc
 
 from ..dashboard_methods import *
 from .. import to_html
diff --git a/explainerdashboard/dashboard_components/regression_components.py b/explainerdashboard/dashboard_components/regression_components.py
index c05c520..a4f7a96 100644
--- a/explainerdashboard/dashboard_components/regression_components.py
+++ b/explainerdashboard/dashboard_components/regression_components.py
@@ -11,12 +11,9 @@
 import pandas as pd
 
 import dash
-import dash_core_components as dcc
-import dash_bootstrap_components as dbc
-import dash_html_components as html
-
-from dash.dependencies import Input, Output, State
+from dash import html, dcc, Input, Output, State
 from dash.exceptions import PreventUpdate
+import dash_bootstrap_components as dbc
 
 from ..dashboard_methods import *
 from .. import to_html
diff --git a/explainerdashboard/dashboard_components/shap_components.py b/explainerdashboard/dashboard_components/shap_components.py
index 7697fc7..4e57268 100644
--- a/explainerdashboard/dashboard_components/shap_components.py
+++ b/explainerdashboard/dashboard_components/shap_components.py
@@ -8,12 +8,9 @@
             'ShapContributionsGraphComponent']
 
 import dash
-import dash_core_components as dcc
-import dash_bootstrap_components as dbc
-import dash_html_components as html
-
-from dash.dependencies import Input, Output, State
+from dash import html, dcc, Input, Output, State
 from dash.exceptions import PreventUpdate
+import dash_bootstrap_components as dbc
 
 from ..dashboard_methods import *
 from .. import to_html
diff --git a/explainerdashboard/dashboard_methods.py b/explainerdashboard/dashboard_methods.py
index 4e20b61..486ca69 100644
--- a/explainerdashboard/dashboard_methods.py
+++ b/explainerdashboard/dashboard_methods.py
@@ -28,10 +28,10 @@
 import socket
 
 import dash
-import dash_core_components as dcc
+from dash import html, dcc, Input, Output, State
+from dash.exceptions import PreventUpdate
+
 import dash_bootstrap_components as dbc
-import dash_html_components as html
-from dash.dependencies import Input, Output, State
 
 from . import to_html
 
diff --git a/explainerdashboard/dashboard_tabs.py b/explainerdashboard/dashboard_tabs.py
index b0a6fc3..6aaf511 100644
--- a/explainerdashboard/dashboard_tabs.py
+++ b/explainerdashboard/dashboard_tabs.py
@@ -8,7 +8,7 @@
     'DecisionTreesTab',
 ]
 
-import dash_html_components as html
+from dash import html
 
 from .dashboard_components import *
 
diff --git a/explainerdashboard/dashboards.py b/explainerdashboard/dashboards.py
index eb51645..d89255b 100644
--- a/explainerdashboard/dashboards.py
+++ b/explainerdashboard/dashboards.py
@@ -21,13 +21,10 @@
 import oyaml as yaml
 
 import dash
-import dash_auth
-import dash_core_components as dcc
-import dash_html_components as html
-import dash_bootstrap_components as dbc
-
-from dash.dependencies import Input, Output, State
+from dash import html, dcc, Input, Output, State
 from dash.exceptions import PreventUpdate
+import dash_bootstrap_components as dbc
+import dash_auth
 
 from flask import Flask, request, redirect
 from flask_simplelogin import SimpleLogin, login_required
diff --git a/requirements.txt b/requirements.txt
index 5d6e7c4..ef2fdac 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,4 @@
-dash
+dash>=2
 dash-bootstrap-components
 dash-auth
 jupyter_dash
diff --git a/setup.py b/setup.py
index 54f07d1..8dee8f9 100644
--- a/setup.py
+++ b/setup.py
@@ -2,7 +2,7 @@
 
 setup(
     name='explainerdashboard',
-    version='0.3.7',
+    version='0.3.8',
     description='Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.',
     long_description="""
 
@@ -68,7 +68,7 @@
         "Intended Audience :: Developers",
         "Intended Audience :: Education",
         "Topic :: Scientific/Engineering :: Artificial Intelligence"],
-    install_requires=['dash>=1.20', 'dash-bootstrap-components<1', 'jupyter_dash', 'dash-auth',
+    install_requires=['dash>=2', 'dash-bootstrap-components<1', 'jupyter_dash', 'dash-auth',
                     'dtreeviz>=1.3', 'numpy', 'pandas>=1.1', 'scikit-learn', 
                     'shap>=0.37', 'joblib', 'oyaml', 'click', 'waitress',
                     'flask_simplelogin', 'orjson'],