From cda5c3278ce25384626ec9816b2cf18c3f99b541 Mon Sep 17 00:00:00 2001 From: linlin Date: Mon, 19 Oct 2020 15:29:26 +0200 Subject: [PATCH] New translations utils.py (French) --- lang/fr/gklearn/experiments/papers/PRL_2020/utils.py | 13 ++++++++----- 1 file changed, 8 insertions(+), 5 deletions(-) diff --git a/lang/fr/gklearn/experiments/papers/PRL_2020/utils.py b/lang/fr/gklearn/experiments/papers/PRL_2020/utils.py index 84fa624..b676af0 100644 --- a/lang/fr/gklearn/experiments/papers/PRL_2020/utils.py +++ b/lang/fr/gklearn/experiments/papers/PRL_2020/utils.py @@ -158,7 +158,7 @@ def cross_validate(graphs, targets, kernel_name, output_dir='outputs/', ds_name= sub_kernel = {'symb': deltakernel, 'nsymb': gaussiankernel, 'mix': mixkernel} param_grid_precomputed = {'compute_method': ['fp'], 'node_kernels': [sub_kernel], 'edge_kernels': [sub_kernel], - 'weight': np.logspace(-3, -10, num=8, base=10)} + 'weight': np.logspace(-4, -10, num=7, base=10)} elif kernel_name == 'SpectralDecomposition': from gklearn.kernels.randomWalkKernel import randomwalkkernel @@ -196,14 +196,17 @@ def cross_validate(graphs, targets, kernel_name, output_dir='outputs/', ds_name= elif kernel_name == 'Treelet': from gklearn.kernels.treeletKernel import treeletkernel estimator = treeletkernel - from gklearn.utils.kernels import polynomialkernel + from gklearn.utils.kernels import gaussiankernel, polynomialkernel import functools gkernels = [functools.partial(gaussiankernel, gamma=1 / ga) # for ga in np.linspace(1, 10, 10)] - for ga in np.logspace(0, 10, num=11, base=10)] - pkernels = [functools.partial(polynomialkernel, d=d, c=c) for d in range(1, 11) - for c in np.logspace(0, 10, num=11, base=10)] + for ga in np.logspace(0, 10, num=11, base=10)] + pkernels = [functools.partial(polynomialkernel, d=d, c=c) for d in range(1, 11) + for c in np.logspace(0, 10, num=11, base=10)] +# pkernels = [functools.partial(polynomialkernel, d=1, c=1)] + param_grid_precomputed = {'sub_kernel': pkernels + gkernels} +# 'parallel': [None]} elif kernel_name == 'WLSubtree': from gklearn.kernels.weisfeilerLehmanKernel import weisfeilerlehmankernel