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Qingyun Wu 2021-06-04 14:13:28 -04:00 committed by GitHub
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notebook/flaml_autovw.ipynb
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@ -301,7 +301,7 @@
"from flaml.tune import loguniform\n", "from flaml.tune import loguniform\n",
"''' create another AutoVW instance for tuning namespace interactions and learning rate'''\n", "''' create another AutoVW instance for tuning namespace interactions and learning rate'''\n",
"# set up the search space and init config\n", "# set up the search space and init config\n",
"search_space_nilr = {'interactions': AutoVW.AUTO_STRING, 'learning_rate': loguniform(lower=2e-10, upper=1.0)}\n", "search_space_nilr = {'interactions': AutoVW.AUTOMATIC, 'learning_rate': loguniform(lower=2e-10, upper=1.0)}\n",
"init_config_nilr = {'interactions': set(), 'learning_rate': 0.5}\n", "init_config_nilr = {'interactions': set(), 'learning_rate': 0.5}\n",
"# create an AutoVW instance\n", "# create an AutoVW instance\n",
"autovw_nilr = AutoVW(max_live_model_num=5, search_space=search_space_nilr, init_config=init_config_nilr)\n", "autovw_nilr = AutoVW(max_live_model_num=5, search_space=search_space_nilr, init_config=init_config_nilr)\n",