diff --git a/.travis.yml b/.travis.yml
index 9d15e1c..c40d721 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,37 +1,19 @@
 sudo: false
 language: python
-python: "2.7"
+dist: xenial
+python:
+  - "2.7"
+  - "3.5"
+  - "3.6"
+  - "3.7"
 
-matrix:
-  include:
-  - env: TOXENV=py27-pytest33
-  - env: TOXENV=py27-pytest34
-  - env: TOXENV=py27-pytest35
-  - env: TOXENV=py27-pytest36
-  - env: TOXENV=py27-pytest37
-  - env: TOXENV=py27-pytest38
-  - env: TOXENV=py27-pytest39
-  - env: TOXENV=py27-pytest310
-  - env: TOXENV=py27-pytestlatest
-  - env: TOXENV=py34-pytestlatest
-    python: "3.4"
-  - env: TOXENV=py35-pytestlatest
-    python: "3.5"
-  - env: TOXENV=py36-pytestlatest
-    python: "3.6"
-  - env: TOXENV=py37-pytestlatest
-    python: "3.7"
-    # Currently, python 3.7 is a little bit tricky to install:
-    # https://github.com/travis-ci/travis-ci/issues/9069#issuecomment-425720905
-    sudo: required
-    dist: xenial
 install:
-- pip install tox
+  - pip install tox tox-travis
 script: tox
 branches:
   except:
-  - /^\d/
+    - /^\d/
 notifications:
   email:
-  - bubenkoff@gmail.com
-  - oleg.pidsadnyi@gmail.com
+    - bubenkoff@gmail.com
+    - oleg.pidsadnyi@gmail.com
diff --git a/CHANGES.rst b/CHANGES.rst
index a408fc4..0645b25 100644
--- a/CHANGES.rst
+++ b/CHANGES.rst
@@ -1,6 +1,12 @@
 Changelog
 =========
 
+2.0.3
+-----
+
+- Fix compatibility with pytest 5.
+
+
 2.0.2
 -----
 
diff --git a/pytest_factoryboy/__init__.py b/pytest_factoryboy/__init__.py
index c2ad41e..bea2cc3 100644
--- a/pytest_factoryboy/__init__.py
+++ b/pytest_factoryboy/__init__.py
@@ -1,7 +1,7 @@
 """pytest-factoryboy public API."""
 from .fixture import register, LazyFixture
 
-__version__ = '2.0.2'
+__version__ = '2.0.3'
 
 
 __all__ = [
diff --git a/pytest_factoryboy/plugin.py b/pytest_factoryboy/plugin.py
index d70f2e3..fb143cc 100644
--- a/pytest_factoryboy/plugin.py
+++ b/pytest_factoryboy/plugin.py
@@ -113,9 +113,7 @@ def pytest_runtest_call(item):
 def pytest_addhooks(pluginmanager):
     """Register plugin hooks."""
     from pytest_factoryboy import hooks
-    # addhooks is for older py.test and deprecated; replaced by add_hookspecs
-    add_hookspecs = getattr(pluginmanager, 'add_hookspecs', pluginmanager.addhooks)
-    add_hookspecs(hooks)
+    pluginmanager.add_hookspecs(hooks)
 
 
 def pytest_generate_tests(metafunc):
@@ -124,4 +122,4 @@ def pytest_generate_tests(metafunc):
         fixturedef = arg2fixturedef[-1]
         related.extend(getattr(fixturedef.func, "_factoryboy_related", []))
 
-    metafunc.funcargnames.extend(related)
+    metafunc.fixturenames.extend(related)
diff --git a/tox.ini b/tox.ini
index 50e423e..3f13bb6 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,19 +1,27 @@
 [tox]
 distshare = {homedir}/.tox/distshare
-envlist = py27-pytest{33,34,35,36,37,38,39,310,latest},py{34,35,36,37}-pytestlatest
+envlist = py27-pytest{36,37,38,39,310,4,41,42,43,44,45,46},
+          py37-pytest{36,37,38,39,310,4,41,42,43,44,45,46,5,latest},
+          py{35,36}-pytestlatest
 
 [testenv]
 commands = pytest --junitxml={envlogdir}/junit-{envname}.xml {posargs:tests}
 deps =
     pytestlatest: pytest
+    pytest5: pytest~=5.0.0
+    pytest46: pytest~=4.6.0
+    pytest45: pytest~=4.5.0
+    pytest44: pytest~=4.4.0
+    pytest43: pytest~=4.3.0
+    pytest42: pytest~=4.2.0
+    pytest41: pytest~=4.1.0
+    pytest4: pytest~=4.0.0
     pytest310: pytest~=3.10.0
     pytest39: pytest~=3.9.0
     pytest38: pytest~=3.8.0
     pytest37: pytest~=3.7.0
     pytest36: pytest~=3.6.0
-    pytest35: pytest~=3.5.0
-    pytest34: pytest~=3.4.0
-    pytest33: pytest~=3.3.0
+
     -r{toxinidir}/requirements-testing.txt
 
 [pytest]