From b7150f138d7839b99328bde7ab26e5c708e829c2 Mon Sep 17 00:00:00 2001 From: bednarco Date: Tue, 20 Apr 2021 19:11:45 +0200 Subject: [PATCH] updated --- Untitled.ipynb | 150 +++++++++++++++++++++++++++++++++++++++++++------ dev-0/out.tsv | 132 +++++++++++++++++++++---------------------- 2 files changed, 198 insertions(+), 84 deletions(-) diff --git a/Untitled.ipynb b/Untitled.ipynb index bc2f14b..dfe5f60 100644 --- a/Untitled.ipynb +++ b/Untitled.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 150, + "execution_count": 164, "metadata": {}, "outputs": [], "source": [ @@ -18,7 +18,7 @@ }, { "cell_type": "code", - "execution_count": 141, + "execution_count": 165, "metadata": {}, "outputs": [], "source": [ @@ -28,7 +28,7 @@ }, { "cell_type": "code", - "execution_count": 142, + "execution_count": 166, "metadata": {}, "outputs": [], "source": [ @@ -40,7 +40,7 @@ }, { "cell_type": "code", - "execution_count": 143, + "execution_count": 167, "metadata": {}, "outputs": [], "source": [ @@ -51,7 +51,7 @@ }, { "cell_type": "code", - "execution_count": 144, + "execution_count": 168, "metadata": {}, "outputs": [], "source": [ @@ -62,7 +62,7 @@ }, { "cell_type": "code", - "execution_count": 146, + "execution_count": 169, "metadata": {}, "outputs": [], "source": [ @@ -72,7 +72,7 @@ }, { "cell_type": "code", - "execution_count": 147, + "execution_count": 170, "metadata": {}, "outputs": [], "source": [ @@ -82,7 +82,7 @@ }, { "cell_type": "code", - "execution_count": 148, + "execution_count": 171, "metadata": {}, "outputs": [], "source": [ @@ -93,34 +93,43 @@ }, { "cell_type": "code", - "execution_count": 149, + "execution_count": 174, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<691x15352 sparse matrix of type ''\n", - "\twith 42571 stored elements in Compressed Sparse Row format>" + "0 opowiesc prawdziwa olsztyn akademik 7 pietro i...\n", + "1 podejrzewam polowaniu mowy prostu znalazl mart...\n", + "2 smutne przypomina historie balwankami wredny f...\n", + "3 kumpla zdawal walentynki polozyl koperte laski...\n", + "4 przypomniala krakowskich urban legends chyba n...\n", + " ... \n", + "82 wczoraj popoludniowej audycji trojce prowadzac...\n", + "83 sluchajcie uwielbiam opowiadacv sluchac jakies...\n", + "84 wczoraj probie koncertu czwartkowego akompania...\n", + "85 zuzanna mala historia przyszla panna mloda kup...\n", + "86 koszmar zaczyna niewinnego spotkania jednym to...\n", + "Name: 0, Length: 87, dtype: object" ] }, - "execution_count": 149, + "execution_count": 174, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "text_tf\n", - "text_test_tf" + "data[0]" ] }, { "cell_type": "code", - "execution_count": 160, + "execution_count": 173, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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