diff --git a/.gitignore b/.gitignore
index 5d0d599..e9bc94a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,2 +1,3 @@
 /elephant-0.6.2.tar.gz
 /elephant-0.6.4.tar.gz
+/elephant-0.10.0.tar.gz
diff --git a/python-elephant.spec b/python-elephant.spec
index 5f396f9..80d8190 100644
--- a/python-elephant.spec
+++ b/python-elephant.spec
@@ -1,20 +1,22 @@
-# Docs fail to build
-# Reported: https://github.com/NeuralEnsemble/elephant/issues/228
+# Issue filed upstream asking them to not use nose
+# https://github.com/NeuralEnsemble/elephant/issues/408
+
+# Disabled by default
 %bcond_with docs
 
-%global pypi_name elephant
+# Try to download data, so a few are disabled.
+# We test these in mock using --with=net_tests --enable-network
+%bcond_with net_tests
 
-%define _binaries_in_noarch_packages_terminate_build   0
+%global pypi_name elephant
 
 Name:       python-%{pypi_name}
-Version:    0.6.4
-Release:    5%{?dist}
+Version:    0.10.0
+Release:    1%{?dist}
 Summary:    Elephant is a package for analysis of electrophysiology data in Python
 License:    BSD
 URL:        http://neuralensemble.org/elephant
-# Must use github tarball. Test data not included in pypi tar
-# https://github.com/NeuralEnsemble/elephant/issues/225
-Source0:    https://github.com/neuralensemble/%{pypi_name}/archive/v%{version}/%{pypi_name}-%{version}.tar.gz
+Source0:    %{pypi_source}
 BuildArch:  noarch
 
 # Remove bits from setup.py that try to download fim.
@@ -24,15 +26,17 @@ BuildArch:  noarch
 BuildRequires:  git-core
 BuildRequires:  python3-devel
 BuildRequires:  python3dist(neo)
-BuildRequires:  python3dist(nose)
 BuildRequires:  python3dist(numpy)
 BuildRequires:  python3dist(pandas)
 BuildRequires:  python3dist(quantities)
 BuildRequires:  python3dist(scikit-learn)
 BuildRequires:  python3dist(scipy)
+BuildRequires:  python3dist(statsmodels)
 BuildRequires:  python3dist(setuptools)
 BuildRequires:  python3dist(six)
 BuildRequires:  python3dist(fim)
+BuildRequires:  python3dist(pytest)
+BuildRequires:  python3dist(tqdm)
 
 %if %{with docs}
 BuildRequires:  python3dist(nbsphinx)
@@ -51,7 +55,6 @@ analysis of neurophysiology data, based on Neo.
 
 %package -n     python3-%{pypi_name}
 Summary:        %{summary}
-%{?python_provide:%python_provide python3-%{pypi_name}}
 
 %description -n python3-%{pypi_name}
 Elephant - Electrophysiology Analysis Toolkit Elephant is a package for the
@@ -79,11 +82,8 @@ for lib in $(find . -type f -name "*.py"); do
  mv $lib.new $lib
 done
 
-# remove neo version constraints
-sed -i 's/neo.*/neo>=0.7.1/' requirements.txt
-
 # Use fim from python-pyfim which is faster
-sed -i 's|from elephant.spade_src import fim|import fim|' elephant/spade.py elephant/test/test_spade.py
+sed -i 's|from elephant.spade_src import fim|import fim|' elephant/spade.py
 
 %build
 %py3_build
@@ -99,12 +99,18 @@ popd
 %install
 %py3_install
 
-# %check
-# Ignore tests:
-# test_unitary_event_analysis: tries to download data
-# test_cubic: seems to fail on 32 bit machines.
-# Reported upstream: https://github.com/NeuralEnsemble/elephant/issues/227
-# nosetests-3 -I test_unitary_event_analysis.py -I test_cubic.py
+%check
+# One test fails generally: reported upstream
+# https://github.com/NeuralEnsemble/elephant/issues/409
+# Another fails on 32 bit builders: reported upstream
+# https://github.com/NeuralEnsemble/elephant/issues/410
+%if %{with net_tests}
+pytest-%{python3_version} -k "not test_repr and not test__UE_surrogate"
+%else
+# Disable tests that download bits
+pytest-%{python3_version} -k "not test_repr and not test__UE_surrogate and not test_spike_contrast_with_Izhikevich_network_auto and not test_Riehle_et_al_97_UE"
+%endif
+
 
 %files -n python3-%{pypi_name}
 %license LICENSE.txt elephant/spade_src/LICENSE
@@ -119,6 +125,13 @@ popd
 %endif
 
 %changelog
+* Thu Mar 11 2021 Ankur Sinha <ankursinha AT fedoraproject DOT org> - 0.10.0-1
+- Update to new release
+- Enable all non-network dependent tests
+- File bug for failing tests
+- Update fim tweak: no longer required in the test file
+- include statsmodels dependency
+
 * Wed Jan 27 2021 Fedora Release Engineering <releng@fedoraproject.org> - 0.6.4-5
 - Rebuilt for https://fedoraproject.org/wiki/Fedora_34_Mass_Rebuild
 
diff --git a/sources b/sources
index 4db21b5..f426633 100644
--- a/sources
+++ b/sources
@@ -1 +1 @@
-SHA512 (elephant-0.6.4.tar.gz) = 498e700e9f118742eb51604689b9dea31e076c1b743d1c661d08539fb9884e1b4fb890591430e2a37cb5af4dc5e518a42ff5f0d75f8511ec480a97ec3245c0bd
+SHA512 (elephant-0.10.0.tar.gz) = cc10c0e9e44346a97b183408e92b4c5f55b0887e029c1bf4222473253297507e89f2af15210fb58e84adc90d7448bff97b28f814f2b6a072f06ae9049eaa6580