diff --git a/exploring_estimation_criteria/make_tiny_dataset.py b/exploring_estimation_criteria/make_tiny_dataset.py new file mode 100644 index 00000000..5396f32f --- /dev/null +++ b/exploring_estimation_criteria/make_tiny_dataset.py @@ -0,0 +1,11 @@ +from pylearn2.utils import serial +from pylearn2.datasets.cos_dataset import CosDataset +from pylearn2.datasets.dense_design_matrix import DenseDesignMatrix + +d = CosDataset() + +X = d.get_batch_design(10) + +nd = DenseDesignMatrix(X) + +serial.save('tiny_datset.pkl',nd) diff --git a/exploring_estimation_criteria/plot_dataset.py b/exploring_estimation_criteria/plot_dataset.py new file mode 100644 index 00000000..85eb3979 --- /dev/null +++ b/exploring_estimation_criteria/plot_dataset.py @@ -0,0 +1,8 @@ +from pylearn2.utils import serial +import sys +import matplotlib.pyplot as plt + +d = serial.load(sys.argv[1]) +X = d.get_design_matrix() +plt.scatter(X[:,0],X[:,1]) +plt.show()