pints-team · lorcandelaney · Aug 8, 2019 · Aug 8, 2019 · Aug 12, 2019 · Feb 13, 2020
diff --git a/docs/source/mcmc_samplers/index.rst b/docs/source/mcmc_samplers/index.rst
@@ -22,4 +22,5 @@ interface, that can be used to sample from an unknown
     metropolis_mcmc
     population_mcmc
     slice_doubling_mcmc
-    slice_stepout_mcmc
+    slice_stepout_mcmc
+    slice_covariance_matching
diff --git a/docs/source/mcmc_samplers/slice_covariance_matching.rst b/docs/source/mcmc_samplers/slice_covariance_matching.rst
@@ -0,0 +1,7 @@
+**************************************************
+Slice Sampling - Covariance Matching MCMC
+**************************************************
+
+.. currentmodule:: pints
+
+.. autoclass:: SliceCovarianceMatchingMCMC
diff --git a/examples/README.md b/examples/README.md
@@ -50,6 +50,7 @@ relevant code.
 ### MCMC with gradients
 - [Hamiltonian MCMC](./sampling-hamiltonian-mcmc.ipynb)
 - [MALA MCMC](./sampling-mala-mcmc.ipynb)
+- [Slice Sampling: Covariance Matching MCMC](./sampling-slice-covariance-matching-mcmc.ipynb)
 
 ### Nested sampling
 - [Ellipsoidal nested rejection sampling](./sampling-ellipsoidal-nested-rejection-sampling.ipynb)

diff --git a/examples/sampling-hamiltonian-mcmc.ipynb b/examples/sampling-hamiltonian-mcmc.ipynb
@@ -681,21 +681,21 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 2",
+   "display_name": "Python 3",
    "language": "python",
-   "name": "python2"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
     "name": "ipython",
-    "version": 2
+    "version": 3
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
    "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython2",
-   "version": "2.7.14"
+   "pygments_lexer": "ipython3",
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,

diff --git a/examples/sampling-slice-covariance-matching-mcmc.ipynb b/examples/sampling-slice-covariance-matching-mcmc.ipynb
diff --git a/examples/writing-a-model.ipynb b/examples/writing-a-model.ipynb
@@ -265,9 +265,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 2",
+   "display_name": "Python 3",
    "language": "python",
-   "name": "python2"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {

diff --git a/pints/__init__.py b/pints/__init__.py
@@ -205,6 +205,7 @@ def version(formatted=False):
 from ._mcmc._metropolis import MetropolisRandomWalkMCMC
 from ._mcmc._slice_stepout import SliceStepoutMCMC
 from ._mcmc._slice_doubling import SliceDoublingMCMC
+from ._mcmc._slice_covariance_matching import SliceCovarianceMatchingMCMC
 
 
 #