diff --git a/fabfile.py b/fabfile.py
new file mode 100644
index 0000000..d6be11a
--- /dev/null
+++ b/fabfile.py
@@ -0,0 +1,22 @@
+from fabric.api import local
+
+exclude_command = "--exclude nlpre/spacy_models/"
+
+
+def test():
+    local("nosetests --with-coverage --cover-package nlpre --cover-html")
+
+
+def lint():
+    local(f"black -l 80 nlpre tests *.py {exclude_command}")
+    local(f"flake8 nlpre --ignore=E501,E203,W503 {exclude_command}")
+
+
+def view_cover():
+    local("xdg-open cover/index.html")
+
+
+def clean():
+    local("rm -rvf .coverage cover/ .tox *.egg-info/ docs/ dist/")
+    for tag in ["*.pyc", "*~"]:
+        local(f"find . -name '%s' | xargs -I {tag} rm -v {tag}")
diff --git a/requirements.txt b/requirements.txt
index 6f5db65..9695fac 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -7,6 +7,6 @@
 coverage
 flake8
 nose
-invoke
+Fabric3
 black
 tox
diff --git a/setup.py b/setup.py
index ea4c05e..aa573bd 100644
--- a/setup.py
+++ b/setup.py
@@ -3,84 +3,68 @@
 
 __local__ = os.path.abspath(os.path.dirname(__file__))
 
-f_version = os.path.join(__local__, 'nlpre', '_version.py')
+f_version = os.path.join(__local__, "nlpre", "_version.py")
 exec(open(f_version).read())
 
 # Get the long description from the relevant file
-long_description = '''NLPre
+long_description = """NLPre
 =================================
 A collection of Natural Language Preprocessing (NLPre) utilities, suitable
 for a pipeline.
-'''
+"""
 
 setuptools.setup(
-    name='nlpre',
+    name="nlpre",
     packages=setuptools.find_packages(),
-
     # Include package data...
     include_package_data=True,
-
-    install_requires = [
+    install_requires=[
         # NLP core libraries
-        'unidecode',
-        'pyparsing', 
-        'flashtext',
-
+        "unidecode",
+        "pyparsing",
+        "flashtext",
         # See https://github.com/explosion/spaCy/issues/1099 for dataset
         # Fix the minor version so model doesn't change
-        'spacy==2.1.0',
-
+        "spacy==2.1.0",
         # Fix the version of mysqlclient due to windows problems
-        #"mysqlclient==1.3.12",
+        # "mysqlclient==1.3.12",
     ],
-
-    description='Natural Language Preprocessing (NLPre) utilities.',
+    description="Natural Language Preprocessing (NLPre) utilities.",
     long_description=long_description,
     version=__version__,
-
     # The project's main homepage.
     url="https://github.com/NIHOPA/NLPre",
-    #download_url='https://github.com/NIHOPA/NLPre/archive/v2.0.0.zip',
-
+    # download_url='https://github.com/NIHOPA/NLPre/archive/v2.0.0.zip',
     # Author details
     author="Travis Hoppe",
     author_email="travis.hoppe+nlpre@gmail.com",
-
     # Choose your license
-    license='CC0',
-
+    license="CC0",
     # See https://pypi.python.org/pypi?%3Aaction=list_classifiers
     classifiers=[
         # How mature is this project? Common values are
         #   3 - Alpha
         #   4 - Beta
         #   5  -Production/Stable
-        'Development Status :: 5 - Production/Stable',
-
+        "Development Status :: 5 - Production/Stable",
         # Indicate who your project is intended for
-        'Intended Audience :: Developers',
-        'Intended Audience :: Science/Research',
-        'Intended Audience :: Healthcare Industry',
-        'Intended Audience :: Education',
-        'Intended Audience :: Financial and Insurance Industry',
-
-        'Natural Language :: English',
-        
-        'Topic :: Text Processing',
-        'Topic :: Text Processing :: Filters',
-        'Topic :: Utilities',
-        
+        "Intended Audience :: Developers",
+        "Intended Audience :: Science/Research",
+        "Intended Audience :: Healthcare Industry",
+        "Intended Audience :: Education",
+        "Intended Audience :: Financial and Insurance Industry",
+        "Natural Language :: English",
+        "Topic :: Text Processing",
+        "Topic :: Text Processing :: Filters",
+        "Topic :: Utilities",
         # Pick your license as you wish (should match "license" above)
-        'License :: OSI Approved :: MIT License',
-
+        "License :: OSI Approved :: MIT License",
         # Specify the Python versions you support here. In particular, ensure
         # that you indicate whether you support Python 2, Python 3 or both.
-        'Programming Language :: Python :: 3.6',
+        "Programming Language :: Python :: 3.6",
     ],
-
     # What does your project relate to?
     keywords="NLP",
-
-    test_suite='nose.collector',
-    tests_require=['nose'],
+    test_suite="nose.collector",
+    tests_require=["nose"],
 )
diff --git a/tasks.py b/tasks.py
deleted file mode 100644
index 038be93..0000000
--- a/tasks.py
+++ /dev/null
@@ -1,23 +0,0 @@
-from invoke import task
-
-exclude_command = '--exclude nlpre/spacy_models/'
-
-@task
-def test(c):
-    c.run("nosetests --with-coverage --cover-package nlpre --cover-html")
-
-@task
-def lint(c):
-    c.run(f"black -l 80 nlpre tests {exclude_command}")
-    c.run(f"flake8 nlpre --ignore=E501,E203,W503 {exclude_command}")
-
-@task
-def view_cover(c):
-    c.run("xdg-open cover/index.html")
-
-@task
-def clean(c):
-    c.run('rm -rvf .coverage cover/ .tox *.egg-info/ docs/ dist/')
-    for tag in ["*.pyc", "*~",]:
-        c.run(f"find . -name '%s' | xargs -I {tag} rm -v {tag}")
-