wehub-resource-sync
755 lines
56 KiB
Plaintext
755 lines
56 KiB
Plaintext
{
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"nbformat": 4,
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"nbformat_minor": 0,
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"metadata": {
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"colab": {
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"name": "FastText.ipynb",
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"version": "0.3.2",
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"provenance": [],
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"collapsed_sections": []
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},
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"kernelspec": {
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"name": "python3",
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"display_name": "Python 3"
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},
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"accelerator": "GPU"
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},
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"cells": [
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{
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"metadata": {
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"id": "kg9kgMnGqYkU",
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"colab_type": "text"
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},
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"cell_type": "markdown",
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"source": [
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"## Install [FastText](https://fasttext.cc/docs/en/supervised-tutorial.html)"
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]
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},
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{
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"metadata": {
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"id": "3Iod5UKTqZnC",
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"colab_type": "code",
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"colab": {
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"base_uri": "https://localhost:8080/",
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"height": 11051
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},
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"outputId": "b10c85c0-c4cf-4f0b-a30e-2207ae4512b2"
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},
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"cell_type": "code",
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"source": [
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"!wget https://github.com/facebookresearch/fastText/archive/0.2.0.zip\n",
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"!unzip 0.2.0.zip\n",
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"%cd fastText-0.2.0\n",
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"!make"
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],
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"execution_count": 1,
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"outputs": [
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{
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"output_type": "stream",
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"text": [
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"--2019-02-02 14:43:56-- https://github.com/facebookresearch/fastText/archive/0.2.0.zip\n",
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"Resolving github.com (github.com)... 140.82.118.3, 140.82.118.4\n",
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"Connecting to github.com (github.com)|140.82.118.3|:443... connected.\n",
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"HTTP request sent, awaiting response... 302 Found\n",
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"Location: https://codeload.github.com/facebookresearch/fastText/zip/0.2.0 [following]\n",
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"--2019-02-02 14:43:56-- https://codeload.github.com/facebookresearch/fastText/zip/0.2.0\n",
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"Resolving codeload.github.com (codeload.github.com)... 192.30.253.121, 192.30.253.120\n",
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"Connecting to codeload.github.com (codeload.github.com)|192.30.253.121|:443... connected.\n",
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"HTTP request sent, awaiting response... 200 OK\n",
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"Length: unspecified [application/zip]\n",
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"Saving to: ‘0.2.0.zip’\n",
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"\n",
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"0.2.0.zip [ <=> ] 4.10M 6.17MB/s in 0.7s \n",
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"\n",
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"2019-02-02 14:43:57 (6.17 MB/s) - ‘0.2.0.zip’ saved [4304799]\n",
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"\n",
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"Archive: 0.2.0.zip\n",
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"7842495a4d64c7a3bb4339d45d6e64321d002ed8\n",
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" creating: fastText-0.2.0/\n",
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" creating: fastText-0.2.0/.circleci/\n",
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" inflating: fastText-0.2.0/.circleci/cmake_test.sh \n",
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" inflating: fastText-0.2.0/.circleci/config.yml \n",
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" inflating: fastText-0.2.0/.circleci/gcc_test.sh \n",
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" inflating: fastText-0.2.0/.circleci/pip_test.sh \n",
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" inflating: fastText-0.2.0/.circleci/pull_data.sh \n",
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" inflating: fastText-0.2.0/.circleci/python_test.sh \n",
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" inflating: fastText-0.2.0/.circleci/setup_debian.sh \n",
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" inflating: fastText-0.2.0/.gitignore \n",
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" inflating: fastText-0.2.0/CMakeLists.txt \n",
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" creating: fastText-0.2.0/python/\n",
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" creating: fastText-0.2.0/python/doc/\n",
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" creating: fastText-0.2.0/python/doc/examples/\n",
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" creating: fastText-0.2.0/python/fastText/tests/\n",
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" creating: fastText-0.2.0/website/\n",
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" creating: fastText-0.2.0/website/core/\n",
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" creating: fastText-0.2.0/website/static/docs/en/\n",
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" creating: fastText-0.2.0/website/static/docs/en/html/\n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/functions_o.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/functions_p.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/functions_q.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/functions_r.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/functions_s.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/functions_t.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/functions_u.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/functions_v.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/functions_vars.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/functions_w.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/functions_z.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/globals.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/globals_defs.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/globals_func.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/index.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/jquery.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/main_8cc.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/main_8cc.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/matrix_8cc.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/matrix_8h.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/matrix_8h_source.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/menu.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/menudata.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/model_8cc.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/model_8h.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/model_8h.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/model_8h_source.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/namespacefasttext.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/namespacefasttext.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/namespacefasttext_1_1utils.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/namespacemembers.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/namespacemembers_enum.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/namespacemembers_func.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/namespacemembers_type.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/namespaces.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/namespaces.js \n",
|
||
" extracting: fastText-0.2.0/website/static/docs/en/html/nav_f.png \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/nav_g.png \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/nav_h.png \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/navtree.css \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/navtree.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/navtreedata.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/navtreeindex0.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/navtreeindex1.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/open.png \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/productquantizer_8cc.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/productquantizer_8cc.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/productquantizer_8h.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/productquantizer_8h_source.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/qmatrix_8cc.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/qmatrix_8h.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/qmatrix_8h_source.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/real_8h.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/real_8h.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/real_8h_source.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/resize.js \n",
|
||
" creating: fastText-0.2.0/website/static/docs/en/html/search/\n",
|
||
" extracting: fastText-0.2.0/website/static/docs/en/html/search/.files_7.html.StRRNc \n",
|
||
" extracting: fastText-0.2.0/website/static/docs/en/html/search/.variables_a.html.1MGQ27 \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_0.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_0.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_1.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_1.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_10.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_10.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_11.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_11.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_12.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_12.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_13.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_13.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_14.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_14.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_15.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_15.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_16.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_16.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_17.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_17.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_2.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_2.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_3.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_3.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_4.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_4.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_5.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_5.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_6.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_6.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_7.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_7.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_8.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_8.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_9.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_9.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_a.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_a.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_b.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_b.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_c.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_c.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_d.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_d.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_e.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_e.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_f.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/all_f.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/classes_0.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/classes_0.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/classes_1.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/classes_1.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/classes_2.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/classes_2.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/classes_3.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/classes_3.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/classes_4.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/classes_4.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/classes_5.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/classes_5.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/classes_6.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/classes_6.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/classes_7.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/classes_7.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/classes_8.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/classes_8.js \n",
|
||
" extracting: fastText-0.2.0/website/static/docs/en/html/search/close.png \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/defines_0.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/defines_0.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/defines_1.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/defines_1.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/defines_2.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/defines_2.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/defines_3.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/defines_3.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/enums_0.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/enums_0.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/enums_1.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/enums_1.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/enums_2.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/enums_2.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/enumvalues_0.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/enumvalues_0.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/enumvalues_1.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/enumvalues_1.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/enumvalues_2.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/enumvalues_2.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/enumvalues_3.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/enumvalues_3.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/enumvalues_4.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/enumvalues_4.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/enumvalues_5.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/enumvalues_5.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/files_0.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/files_0.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/files_1.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/files_1.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/files_2.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/files_2.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/files_3.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/files_3.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/files_4.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/files_4.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/files_5.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/files_5.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/files_6.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/files_6.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/files_7.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/files_7.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/files_8.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/files_8.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_0.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_0.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_1.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_1.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_10.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_10.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_11.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_11.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_12.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_12.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_13.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_13.js \n",
|
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_14.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_14.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_15.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_15.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_16.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_16.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_17.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_17.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_2.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_2.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_3.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_3.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_4.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_4.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_5.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_5.js \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_6.html \n",
|
||
" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_6.js \n",
|
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_7.html \n",
|
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_7.js \n",
|
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_8.html \n",
|
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_8.js \n",
|
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_9.html \n",
|
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_9.js \n",
|
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_a.html \n",
|
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_a.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_b.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_b.js \n",
|
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_c.html \n",
|
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_c.js \n",
|
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_d.html \n",
|
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_d.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_e.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_e.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_f.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/functions_f.js \n",
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" extracting: fastText-0.2.0/website/static/docs/en/html/search/mag_sel.png \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/namespaces_0.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/namespaces_0.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/nomatches.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/search.css \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/search.js \n",
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" extracting: fastText-0.2.0/website/static/docs/en/html/search/search_l.png \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/search_m.png \n",
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" extracting: fastText-0.2.0/website/static/docs/en/html/search/search_r.png \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/searchdata.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/typedefs_0.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/typedefs_0.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/typedefs_1.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/typedefs_1.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_0.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_0.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_1.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_1.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_10.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_10.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_11.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_11.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_12.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_12.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_13.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_13.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_2.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_6.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_7.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_7.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_8.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_8.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_9.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_9.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_a.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_a.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_b.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_b.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_c.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_c.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_d.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_d.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_e.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_e.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_f.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/search/variables_f.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/splitbar.png \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/structfasttext_1_1Node-members.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/structfasttext_1_1Node.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/structfasttext_1_1Node.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/structfasttext_1_1entry-members.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/structfasttext_1_1entry.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/structfasttext_1_1entry.js \n",
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" extracting: fastText-0.2.0/website/static/docs/en/html/sync_off.png \n",
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" extracting: fastText-0.2.0/website/static/docs/en/html/sync_on.png \n",
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" extracting: fastText-0.2.0/website/static/docs/en/html/tab_a.png \n",
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" extracting: fastText-0.2.0/website/static/docs/en/html/tab_b.png \n",
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" extracting: fastText-0.2.0/website/static/docs/en/html/tab_h.png \n",
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" extracting: fastText-0.2.0/website/static/docs/en/html/tab_s.png \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/tabs.css \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/utils_8cc.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/utils_8cc.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/utils_8h.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/vector_8cc.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/vector_8cc.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/vector_8h.html \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/vector_8h.js \n",
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" inflating: fastText-0.2.0/website/static/docs/en/html/vector_8h_source.html \n",
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" inflating: fastText-0.2.0/website/static/fasttext.css \n",
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" creating: fastText-0.2.0/website/static/img/\n",
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" creating: fastText-0.2.0/website/static/img/authors/\n",
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" inflating: fastText-0.2.0/website/static/img/authors/armand_joulin.jpg \n",
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" inflating: fastText-0.2.0/website/static/img/authors/christian_puhrsch.png \n",
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" inflating: fastText-0.2.0/website/static/img/authors/piotr_bojanowski.jpg \n",
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" inflating: fastText-0.2.0/website/static/img/authors/tomas_mikolov.jpg \n",
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" creating: fastText-0.2.0/website/static/img/blog/\n",
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" inflating: fastText-0.2.0/website/static/img/blog/2016-08-18-blog-post-img1.png \n",
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" inflating: fastText-0.2.0/website/static/img/cbo_vs_skipgram.png \n",
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" inflating: fastText-0.2.0/website/static/img/fasttext-icon-tutorial.png \n",
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" inflating: fastText-0.2.0/website/static/img/fasttext-logo-white-web.png \n",
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" inflating: fastText-0.2.0/website/static/img/logo-color.png \n",
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" inflating: fastText-0.2.0/website/static/img/model-black.png \n",
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" inflating: fastText-0.2.0/website/static/img/model-blue.png \n",
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" inflating: fastText-0.2.0/website/static/img/model-red.png \n",
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" inflating: fastText-0.2.0/website/static/img/ogimage.png \n",
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" inflating: fastText-0.2.0/website/static/img/oss_logo.png \n",
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" inflating: fastText-0.2.0/wikifil.pl \n",
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" inflating: fastText-0.2.0/word-vector-example.sh \n",
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"/content/fastText-0.2.0\n",
|
||
"c++ -pthread -std=c++0x -march=native -O3 -funroll-loops -c src/args.cc\n",
|
||
"c++ -pthread -std=c++0x -march=native -O3 -funroll-loops -c src/dictionary.cc\n",
|
||
"c++ -pthread -std=c++0x -march=native -O3 -funroll-loops -c src/productquantizer.cc\n",
|
||
"c++ -pthread -std=c++0x -march=native -O3 -funroll-loops -c src/matrix.cc\n",
|
||
"c++ -pthread -std=c++0x -march=native -O3 -funroll-loops -c src/qmatrix.cc\n",
|
||
"c++ -pthread -std=c++0x -march=native -O3 -funroll-loops -c src/vector.cc\n",
|
||
"c++ -pthread -std=c++0x -march=native -O3 -funroll-loops -c src/model.cc\n",
|
||
"c++ -pthread -std=c++0x -march=native -O3 -funroll-loops -c src/utils.cc\n",
|
||
"c++ -pthread -std=c++0x -march=native -O3 -funroll-loops -c src/meter.cc\n",
|
||
"c++ -pthread -std=c++0x -march=native -O3 -funroll-loops -c src/fasttext.cc\n",
|
||
"\u001b[01m\u001b[Ksrc/fasttext.cc:\u001b[m\u001b[K In member function ‘\u001b[01m\u001b[Kvoid fasttext::FastText::quantize(const fasttext::Args&)\u001b[m\u001b[K’:\n",
|
||
"\u001b[01m\u001b[Ksrc/fasttext.cc:302:45:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[Kstd::vector<int> fasttext::FastText::selectEmbeddings(int32_t) const\u001b[m\u001b[K’ is deprecated: selectEmbeddings is being deprecated. [\u001b[01;35m\u001b[K-Wdeprecated-declarations\u001b[m\u001b[K]\n",
|
||
" auto idx = selectEmbeddings(qargs.cutoff\u001b[01;35m\u001b[K)\u001b[m\u001b[K;\n",
|
||
" \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
|
||
"\u001b[01m\u001b[Ksrc/fasttext.cc:279:22:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kdeclared here\n",
|
||
" std::vector<int32_t> \u001b[01;36m\u001b[KFastText\u001b[m\u001b[K::selectEmbeddings(int32_t cutoff) const {\n",
|
||
" \u001b[01;36m\u001b[K^~~~~~~~\u001b[m\u001b[K\n",
|
||
"\u001b[01m\u001b[Ksrc/fasttext.cc:\u001b[m\u001b[K In member function ‘\u001b[01m\u001b[Kvoid fasttext::FastText::lazyComputeWordVectors()\u001b[m\u001b[K’:\n",
|
||
"\u001b[01m\u001b[Ksrc/fasttext.cc:531:40:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[Kvoid fasttext::FastText::precomputeWordVectors(fasttext::Matrix&)\u001b[m\u001b[K’ is deprecated: precomputeWordVectors is being deprecated. [\u001b[01;35m\u001b[K-Wdeprecated-declarations\u001b[m\u001b[K]\n",
|
||
" precomputeWordVectors(*wordVectors_\u001b[01;35m\u001b[K)\u001b[m\u001b[K;\n",
|
||
" \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
|
||
"\u001b[01m\u001b[Ksrc/fasttext.cc:514:6:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kdeclared here\n",
|
||
" void \u001b[01;36m\u001b[KFastText\u001b[m\u001b[K::precomputeWordVectors(Matrix& wordVectors) {\n",
|
||
" \u001b[01;36m\u001b[K^~~~~~~~\u001b[m\u001b[K\n",
|
||
"\u001b[01m\u001b[Ksrc/fasttext.cc:\u001b[m\u001b[K In member function ‘\u001b[01m\u001b[Kvoid fasttext::FastText::trainThread(int32_t)\u001b[m\u001b[K’:\n",
|
||
"\u001b[01m\u001b[Ksrc/fasttext.cc:650:41:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[Kvoid fasttext::FastText::supervised(fasttext::Model&, fasttext::real, const std::vector<int>&, const std::vector<int>&)\u001b[m\u001b[K’ is deprecated: supervised is being deprecated. [\u001b[01;35m\u001b[K-Wdeprecated-declarations\u001b[m\u001b[K]\n",
|
||
" supervised(model, lr, line, labels\u001b[01;35m\u001b[K)\u001b[m\u001b[K;\n",
|
||
" \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
|
||
"\u001b[01m\u001b[Ksrc/fasttext.cc:338:6:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kdeclared here\n",
|
||
" void \u001b[01;36m\u001b[KFastText\u001b[m\u001b[K::supervised(\n",
|
||
" \u001b[01;36m\u001b[K^~~~~~~~\u001b[m\u001b[K\n",
|
||
"\u001b[01m\u001b[Ksrc/fasttext.cc:653:27:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[Kvoid fasttext::FastText::cbow(fasttext::Model&, fasttext::real, const std::vector<int>&)\u001b[m\u001b[K’ is deprecated: cbow is being deprecated. [\u001b[01;35m\u001b[K-Wdeprecated-declarations\u001b[m\u001b[K]\n",
|
||
" cbow(model, lr, line\u001b[01;35m\u001b[K)\u001b[m\u001b[K;\n",
|
||
" \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
|
||
"\u001b[01m\u001b[Ksrc/fasttext.cc:355:6:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kdeclared here\n",
|
||
" void \u001b[01;36m\u001b[KFastText\u001b[m\u001b[K::cbow(Model& model, real lr, const std::vector<int32_t>& line) {\n",
|
||
" \u001b[01;36m\u001b[K^~~~~~~~\u001b[m\u001b[K\n",
|
||
"\u001b[01m\u001b[Ksrc/fasttext.cc:656:31:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[Kvoid fasttext::FastText::skipgram(fasttext::Model&, fasttext::real, const std::vector<int>&)\u001b[m\u001b[K’ is deprecated: skipgram is being deprecated. [\u001b[01;35m\u001b[K-Wdeprecated-declarations\u001b[m\u001b[K]\n",
|
||
" skipgram(model, lr, line\u001b[01;35m\u001b[K)\u001b[m\u001b[K;\n",
|
||
" \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
|
||
"\u001b[01m\u001b[Ksrc/fasttext.cc:371:6:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kdeclared here\n",
|
||
" void \u001b[01;36m\u001b[KFastText\u001b[m\u001b[K::skipgram(\n",
|
||
" \u001b[01;36m\u001b[K^~~~~~~~\u001b[m\u001b[K\n",
|
||
"c++ -pthread -std=c++0x -march=native -O3 -funroll-loops args.o dictionary.o productquantizer.o matrix.o qmatrix.o vector.o model.o utils.o meter.o fasttext.o src/main.cc -o fasttext\n"
|
||
],
|
||
"name": "stdout"
|
||
}
|
||
]
|
||
},
|
||
{
|
||
"metadata": {
|
||
"id": "5JauDviyqqL-",
|
||
"colab_type": "text"
|
||
},
|
||
"cell_type": "markdown",
|
||
"source": [
|
||
"## Make simple dataset"
|
||
]
|
||
},
|
||
{
|
||
"metadata": {
|
||
"id": "ALMQ3gjFqqZS",
|
||
"colab_type": "code",
|
||
"colab": {}
|
||
},
|
||
"cell_type": "code",
|
||
"source": [
|
||
"# 1 is positive, 0 is negative\n",
|
||
"f = open('train.txt', 'w')\n",
|
||
"f.write('__label__1 i love you\\n')\n",
|
||
"f.write('__label__1 he loves me\\n')\n",
|
||
"f.write('__label__1 she likes baseball\\n')\n",
|
||
"f.write('__label__0 i hate you\\n')\n",
|
||
"f.write('__label__0 sorry for that\\n')\n",
|
||
"f.write('__label__0 this is awful')\n",
|
||
"f.close()\n",
|
||
"\n",
|
||
"f = open('test.txt', 'w')\n",
|
||
"f.write('sorry hate you')\n",
|
||
"f.close()"
|
||
],
|
||
"execution_count": 0,
|
||
"outputs": []
|
||
},
|
||
{
|
||
"metadata": {
|
||
"id": "i3_PpexwsN_a",
|
||
"colab_type": "text"
|
||
},
|
||
"cell_type": "markdown",
|
||
"source": [
|
||
"## Training"
|
||
]
|
||
},
|
||
{
|
||
"metadata": {
|
||
"id": "q06m76JusOQ8",
|
||
"colab_type": "code",
|
||
"colab": {
|
||
"base_uri": "https://localhost:8080/",
|
||
"height": 92
|
||
},
|
||
"outputId": "4ed3502d-4aec-4d06-cb02-b8392978ce14"
|
||
},
|
||
"cell_type": "code",
|
||
"source": [
|
||
"!./fasttext supervised -input train.txt -output model -dim 2"
|
||
],
|
||
"execution_count": 18,
|
||
"outputs": [
|
||
{
|
||
"output_type": "stream",
|
||
"text": [
|
||
"\rRead 0M words\n",
|
||
"Number of words: 17\n",
|
||
"Number of labels: 2\n",
|
||
"\rProgress: 100.0% words/sec/thread: 17608 lr: 0.000000 loss: 0.672308 ETA: 0h 0m\n"
|
||
],
|
||
"name": "stdout"
|
||
}
|
||
]
|
||
},
|
||
{
|
||
"metadata": {
|
||
"id": "C77MXO-GsOpi",
|
||
"colab_type": "text"
|
||
},
|
||
"cell_type": "markdown",
|
||
"source": [
|
||
"## Predict"
|
||
]
|
||
},
|
||
{
|
||
"metadata": {
|
||
"id": "y1yDPCjVsO6x",
|
||
"colab_type": "code",
|
||
"colab": {
|
||
"base_uri": "https://localhost:8080/",
|
||
"height": 36
|
||
},
|
||
"outputId": "8963d7bd-01c8-40b9-e1ee-1446cb1b3454"
|
||
},
|
||
"cell_type": "code",
|
||
"source": [
|
||
"!cat test.txt\n",
|
||
"!./fasttext predict model.bin test.txt"
|
||
],
|
||
"execution_count": 22,
|
||
"outputs": [
|
||
{
|
||
"output_type": "stream",
|
||
"text": [
|
||
"sorry hate you__label__0\n"
|
||
],
|
||
"name": "stdout"
|
||
}
|
||
]
|
||
}
|
||
]
|
||
} |