Added a realistic example

examples/realistic_example.py

@@ -0,0 +1,13 @@
+# An example experiment that will take a while, but will probably find a good solution.
+
+Experiment(description='An example experiment',
+           data_dir='../data/1d_data/01-airline.mat',
+           results_dir='../examples/',
+           max_depth=10,                # How deep to run the search.
+           k=1,                         # Keep the k best kernels at every iteration.  1 => greedy search.
+           n_rand=2,                    # Number of random restarts.
+           iters=100,                   # How long to optimize hyperparameters for.
+           base_kernels='SE,Per,Lin',
+           verbose=False,
+           make_predictions=False,
+           skip_complete=True)

source/config.py

@@ -1,14 +1,4 @@
-
-
-#MATLAB_LOCATION = "/misc/apps/matlab/matlabR2011b/bin/matlab"
 MATLAB_LOCATION = "matlab"
-#GPML_PATH = '/home/dkd23/fear_gpml/'
 GPML_PATH = 'gpml/'
 COLOR_SCHEME = 'dark'
-USERNAME = 'dkd23'
-#LOCATION = 'local'
-REMOTE_GPML_PATH = '/home/mlg/dkd23/fear_gpml/'
-RESULTS_PATH = '/scratch/gpss_raw_results'
-LOCAL_TEMP_PATH = '/home/dkd23/git/gp-structure-search/temp'
-REMOTE_TEMP_PATH = '/users/dkd23/temp'
-D1_RESULTS_PATH = '/scratch/Dropbox/results/8-Feb 1d-scaled-definitive/'
+