be14d17696f15d11a8075e4943c718320ca97a45,gpflow/conditionals/mo_sample_conditionals.py,,_sample_conditional,#Any#Any#Any#Any#,13

Before Change


                                   full_output_cov=False, full_cov=False)  // [N, L], [N, L]
    g_sample = sample_mvn(g_mu, g_var, "diag")  // [N, L]
    f_sample = tf.einsum("pl, nl -> np", kern.W(), g_sample)
    return f_sample

After Change


                                  white=white, q_sqrt=q_sqrt)  // [..., N, L], [..., N, L]
    g_sample = sample_mvn(g_mu, g_var, "diag", num_samples=num_samples)  // [..., (S), N, L]
    f_mu, f_var = mix_latent_gp(kern.W, g_mu, g_var, full_cov, full_output_cov)
    f_sample = tf.tensordot(g_sample, kern.W, [[-1], [-1]])  // [..., N, P]
    return f_sample, f_mu, f_var
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 5

Instances


Project Name: GPflow/GPflow
Commit Name: be14d17696f15d11a8075e4943c718320ca97a45
Time: 2019-03-18
Author: art.art.v@gmail.com
File Name: gpflow/conditionals/mo_sample_conditionals.py
Class Name:
Method Name: _sample_conditional


Project Name: GPflow/GPflow
Commit Name: bd1e9c04b48dd5ccca9619d5eaa2595a358bdb08
Time: 2020-01-31
Author: st--@users.noreply.github.com
File Name: gpflow/kernels/misc.py
Class Name: Coregion
Method Name: K


Project Name: epfl-lts2/pygsp
Commit Name: 9a9eafbfc50c0eb284df7b39a026ddf349d3da43
Time: 2017-09-01
Author: michael.defferrard@epfl.ch
File Name: pygsp/graphs/fourier.py
Class Name: GraphFourier
Method Name: gft