diff --git a/.travis.yml b/.travis.yml
index 16cd524..71f2f3f 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -3,10 +3,11 @@ language: python
 sudo: false
 matrix:
   include:
-  - python: '2.7'
+  - python: '3.5'
   - python: '3.6'
   - python: '3.7'
-  - python: pypy
+  - python: '3.8'
+  - python: pypy3
     dist: trusty
 before_install:
 - pip install -U pip
diff --git a/marshmallow_polyfield/polyfield.py b/marshmallow_polyfield/polyfield.py
index 2549845..4971778 100644
--- a/marshmallow_polyfield/polyfield.py
+++ b/marshmallow_polyfield/polyfield.py
@@ -1,11 +1,10 @@
 import abc
-from six import raise_from, with_metaclass
 
 from marshmallow import Schema, ValidationError
 from marshmallow.fields import Field
 
 
-class PolyFieldBase(with_metaclass(abc.ABCMeta, Field)):
+class PolyFieldBase(Field, metaclass=abc.ABCMeta):
     def __init__(self, many=False, **metadata):
         super(PolyFieldBase, self).__init__(**metadata)
         self.many = many
@@ -24,7 +23,7 @@ def _deserialize(self, value, attr, parent, **kwargs):
                 if not isinstance(deserializer, (Field, Schema)):
                     raise Exception('Invalid deserializer type')
             except TypeError as te:
-                raise_from(ValidationError(str(te)), te)
+                raise ValidationError(str(te)) from te
             except ValidationError:
                 raise
             except Exception as err:
@@ -32,20 +31,17 @@ def _deserialize(self, value, attr, parent, **kwargs):
                 if deserializer:
                     class_type = str(type(deserializer))
 
-                raise_from(
-                    ValidationError(
-                        "Unable to use schema. Error: {err}\n"
-                        "Ensure there is a deserialization_schema_selector"
-                        " and then it returns a field or a schema when the function is passed in "
-                        "{value_passed}. This is the class I got. "
-                        "Make sure it is a field or a schema: {class_type}".format(
-                            err=err,
-                            value_passed=v,
-                            class_type=class_type
-                        )
-                    ),
-                    err
-                )
+                raise ValidationError(
+                    "Unable to use schema. Error: {err}\n"
+                    "Ensure there is a deserialization_schema_selector"
+                    " and then it returns a field or a schema when the function is passed in "
+                    "{value_passed}. This is the class I got. "
+                    "Make sure it is a field or a schema: {class_type}".format(
+                        err=err,
+                        value_passed=v,
+                        class_type=class_type
+                    )
+                ) from err
 
             # Will raise ValidationError if any problems
             if isinstance(deserializer, Field):
diff --git a/setup.py b/setup.py
index f7b54af..67d7282 100644
--- a/setup.py
+++ b/setup.py
@@ -22,7 +22,8 @@ def read(fname):
     license='Apache 2.0',
     keywords=['serialization', 'rest', 'json', 'api', 'marshal',
               'marshalling', 'deserialization', 'validation', 'schema'],
-    install_requires=['marshmallow>=3.0.0b10', 'six'],
+    python_requires='>=3.5',
+    install_requires=['marshmallow>=3.0.0b10'],
     classifiers=[
         'Intended Audience :: Developers',
         'License :: OSI Approved :: Apache Software License',
diff --git a/tests/shapes.py b/tests/shapes.py
index e6ab59a..3e642bc 100644
--- a/tests/shapes.py
+++ b/tests/shapes.py
@@ -1,5 +1,3 @@
-# -*- coding: utf-8 -*-
-import six
 from marshmallow import Schema, fields, post_load, ValidationError
 
 
@@ -123,7 +121,7 @@ def shape_property_schema_deserialization_disambiguation(object_dict, data):
 def fuzzy_schema_deserialization_disambiguation(data, _):
     if isinstance(data, dict):
         return ShapeSchema
-    if isinstance(data, six.string_types):
+    if isinstance(data, str):
         return fields.Email
 
     raise TypeError('Could not detect type. '
diff --git a/tox.ini b/tox.ini
index 26b0b96..41481f6 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,5 +1,5 @@
 [tox]
-envlist=py27,py36,py37,pypy
+envlist=py35,py36,py37,py38,pypy3
 [testenv]
 deps=
   -rrequirements.txt