From 0c456240628700675919679f6adfa47b8795e4d6 Mon Sep 17 00:00:00 2001 From: Marcin Czerniak Date: Wed, 22 May 2024 01:51:51 +0200 Subject: [PATCH] Perplexity: 422 --- dev-0/out.tsv | 21038 ++++++++++++++++++++-------------------- src/08_word2vec.ipynb | 210 +- 2 files changed, 10672 insertions(+), 10576 deletions(-) diff --git a/dev-0/out.tsv b/dev-0/out.tsv index a1a3544..1e08084 100644 --- a/dev-0/out.tsv +++ b/dev-0/out.tsv @@ -1,10519 +1,10519 @@ -the:0.08 a:0.06 Mr.:0.06 his:0.06 tho:0.06 its:0.05 headquarters.:0.05 John:0.05 St.:0.05 their:0.05 :0.43 -quiet,:0.06 ways:0.05 use:0.05 position:0.05 district,:0.05 construction:0.05 likes:0.05 mouth,:0.05 mate,:0.05 character:0.05 :0.49 -the:0.07 thu:0.06 a:0.06 holding:0.06 this:0.05 blowing:0.05 our:0.05 wear:0.05 nil:0.05 tba:0.05 :0.45 -jacket:0.07 and:0.06 they:0.06 It:0.06 meanwhile:0.06 which:0.05 but:0.05 who:0.05 that:0.05 he:0.05 :0.44 -missioners:0.08 ing:0.06 came:0.06 pany,:0.05 mittee:0.05 cost:0.05 and:0.05 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"metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\Marcin\\.conda\\envs\\p311-cu121\\Lib\\site-packages\\torchtext\\vocab\\__init__.py:4: UserWarning: \n", + "/!\\ IMPORTANT WARNING ABOUT TORCHTEXT STATUS /!\\ \n", + "Torchtext is deprecated and the last released version will be 0.18 (this one). You can silence this warning by calling the following at the beginnign of your scripts: `import torchtext; torchtext.disable_torchtext_deprecation_warning()`\n", + " warnings.warn(torchtext._TORCHTEXT_DEPRECATION_MSG)\n", + "c:\\Users\\Marcin\\.conda\\envs\\p311-cu121\\Lib\\site-packages\\torchtext\\utils.py:4: UserWarning: \n", + "/!\\ IMPORTANT WARNING ABOUT TORCHTEXT STATUS /!\\ \n", + "Torchtext is deprecated and the last released version will be 0.18 (this one). You can silence this warning by calling the following at the beginnign of your scripts: `import torchtext; torchtext.disable_torchtext_deprecation_warning()`\n", + " warnings.warn(torchtext._TORCHTEXT_DEPRECATION_MSG)\n" + ] + } + ], "source": [ "from tqdm import tqdm\n", "import re\n", - "import nltk\n", "import os\n", "import csv\n", "import pandas as pd\n", "import torch\n", "import torch.nn as nn\n", "import torch.optim as optim\n", - "import sys\n", "import numpy as np\n", "from torch.utils.data import DataLoader, TensorDataset\n", - "from bidict import bidict\n", - "import math\n", "from sklearn.utils import shuffle\n", - "from collections import Counter\n", "import random\n", "from torchtext.vocab import build_vocab_from_iterator" ] }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -59,7 +69,7 @@ }, { "cell_type": "code", - "execution_count": 144, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -75,7 +85,7 @@ }, { "cell_type": "code", - "execution_count": 102, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -101,7 +111,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -121,7 +131,7 @@ }, { "cell_type": "code", - "execution_count": 103, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -135,7 +145,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 433/433 [01:34<00:00, 4.60it/s]\n" + "100%|██████████| 433/433 [01:34<00:00, 4.57it/s]\n" ] } ], @@ -148,7 +158,7 @@ }, { "cell_type": "code", - "execution_count": 104, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -157,16 +167,16 @@ }, { "cell_type": "code", - "execution_count": 105, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "['', 'the', 'of', 'me.']" + "['', 'the', 'of', 'houses']" ] }, - "execution_count": 105, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -177,14 +187,21 @@ }, { "cell_type": "code", - "execution_count": 106, + "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 433/433 [01:06<00:00, 6.50it/s]\n" + " 0%| | 0/433 [00:00