Adding kernels.
},
"source": [
"### Kernel choices\n",
- "GPflow comes with lots of standard kernels. There are a couple of very simple kernels which produce constant functions, linear functions and white noise functions:"
- ]
- },
- {
- "cell_type": "raw",
- "metadata": {},
- "source": [
+ "GPflow comes with lots of standard kernels. There are a couple of very simple kernels which produce constant functions, linear functions and white noise functions: \n",
+ "\n",
"GPflow.kernels.Constant \n",
+ "\n",
"GPflow.kernels.Linear \n",
+ "\n",
"GPflow.kernels.White "
]
},
"cell_type": "markdown",
"metadata": {},
"source": [
- "And some stationary functions which produce samples with varying degrees of smoothness"
- ]
- },
- {
- "cell_type": "raw",
- "metadata": {},
- "source": [
+ "And some stationary functions which produce samples with varying degrees of smoothness:\n",
+ "\n",
"GPflow.kernels.Matern12 \n",
+ "\n",
"GPflow.kernels.Matern32 \n",
+ "\n",
"GPflow.kernels.Matern52 \n",
+ "\n",
"GPflow.kernels.RBF"
]
},
"cell_type": "markdown",
"metadata": {},
"source": [
- "and finally two kernels which produce periodic samples. "
- ]
- },
- {
- "cell_type": "raw",
- "metadata": {
- "collapsed": true
- },
- "source": [
+ "and finally two kernels which produce periodic samples. \n",
+ "\n",
"GPflow.kernels.Cosine \n",
+ "\n",
"GPflow.kernels.PeriodicKernel "
]
},
