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Jakub Pokrywka 2022-05-18 10:07:39 +02:00
parent bb381638d1
commit 1132d2400b
1 changed files with 15 additions and 5 deletions
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cw/085_word2vec_oraz_biblioteki_NLP.ipynb
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@ -24,9 +24,9 @@
"output_type": "stream", "output_type": "stream",
"text": [ "text": [
"Requirement already satisfied: gensim in /home/kuba/anaconda3/envs/zajeciaei/lib/python3.10/site-packages (4.2.0)\n", "Requirement already satisfied: gensim in /home/kuba/anaconda3/envs/zajeciaei/lib/python3.10/site-packages (4.2.0)\n",
"Requirement already satisfied: numpy>=1.17.0 in /home/kuba/anaconda3/envs/zajeciaei/lib/python3.10/site-packages (from gensim) (1.22.3)\n", "Requirement already satisfied: smart-open>=1.8.1 in /home/kuba/anaconda3/envs/zajeciaei/lib/python3.10/site-packages (from gensim) (6.0.0)\n",
"Requirement already satisfied: scipy>=0.18.1 in /home/kuba/anaconda3/envs/zajeciaei/lib/python3.10/site-packages (from gensim) (1.8.0)\n", "Requirement already satisfied: scipy>=0.18.1 in /home/kuba/anaconda3/envs/zajeciaei/lib/python3.10/site-packages (from gensim) (1.8.0)\n",
"Requirement already satisfied: smart-open>=1.8.1 in /home/kuba/anaconda3/envs/zajeciaei/lib/python3.10/site-packages (from gensim) (6.0.0)\n" "Requirement already satisfied: numpy>=1.17.0 in /home/kuba/anaconda3/envs/zajeciaei/lib/python3.10/site-packages (from gensim) (1.22.3)\n"
] ]
} }
], ],
@ -52,7 +52,7 @@
"name": "stderr", "name": "stderr",
"output_type": "stream", "output_type": "stream",
"text": [ "text": [
"/tmp/ipykernel_62420/1831104553.py:2: DeprecationWarning: Importing display from IPython.core.display is deprecated since IPython 7.14, please import from IPython display\n", "/tmp/ipykernel_5965/1831104553.py:2: DeprecationWarning: Importing display from IPython.core.display is deprecated since IPython 7.14, please import from IPython display\n",
" from IPython.core.display import display, HTML\n" " from IPython.core.display import display, HTML\n"
] ]
} }
@ -652,7 +652,7 @@
"Read 3M words\n", "Read 3M words\n",
"Number of words: 275356\n", "Number of words: 275356\n",
"Number of labels: 20\n", "Number of labels: 20\n",
"Progress: 100.0% words/sec/thread: 1103389 lr: 0.000000 avg.loss: 0.817102 ETA: 0h 0m 0s\n" "Progress: 100.0% words/sec/thread: 1010736 lr: 0.000000 avg.loss: 0.817885 ETA: 0h 0m 0s\n"
] ]
} }
], ],
@ -687,7 +687,7 @@
"name": "stdout", "name": "stdout",
"output_type": "stream", "output_type": "stream",
"text": [ "text": [
"0.7199946893255443\r\n" "0.719198088157196\r\n"
] ]
} }
], ],
@ -695,6 +695,16 @@
"!geval --metric Accuracy -o ss_20_newsgroup_test_pred_label_only -e 20_newsgroup_test_targets" "!geval --metric Accuracy -o ss_20_newsgroup_test_pred_label_only -e 20_newsgroup_test_targets"
] ]
}, },
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Zadanie\n",
"\n",
"\n",
"Ireland news na gonito. Proszę użyć gotowej biblioteki, innej niż w sklearn (np starspace, fasttext, vw). Reguły jak zawsze. Wynik powyżej 55 accuracy. "
]
},
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": null, "execution_count": null,