Malhar malharjajoo
john-bradshaw
/ gpdnns.py
Last active
February 5, 2024 21:04
GPDNN example on MNIST GPflow git commit f42fc3ea33ec3a8c37a45d3ccdd41e60bed5690e (unchecked accuracy results but seems to run okay)
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| import os | |
| import tensorflow as tf | |
| from tensorflow.examples.tutorials.mnist import input_data as mnist_input_data | |
| import numpy as np | |
| from sklearn import cluster | |
| from scipy.spatial import distance | |
| import pandas as pd |
john-bradshaw
/ mnist_gpdnn_example.py
Created
November 7, 2017 14:16
Shows how to combine NN with GP for end to end training. run with TF 1.4, GPflow git commit f618fe4d9aa096b32a3d24576d68f46a3f260116
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| import os | |
| import tensorflow as tf | |
| from tensorflow.examples.tutorials.mnist import input_data as mnist_input_data | |
| import numpy as np | |
| from sklearn import cluster | |
| from scipy.spatial import distance | |
| import pandas as pd |