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138 lines
11 KiB
138 lines
11 KiB
{ |
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"cells": [ |
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{ |
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"cell_type": "code", |
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"execution_count": 7, |
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"id": "4b1a1586-0823-4046-ab19-0fa99a0f241b", |
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"metadata": { |
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"scrolled": true, |
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"tags": [] |
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}, |
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"outputs": [ |
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{ |
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"name": "stdout", |
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"output_type": "stream", |
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"text": [ |
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"Requirement already satisfied: spacy in /opt/conda/lib/python3.10/site-packages (3.3.1)\n", |
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"Requirement already satisfied: pathy>=0.3.5 in /opt/conda/lib/python3.10/site-packages (from spacy) (0.6.1)\n", |
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"Requirement already satisfied: thinc<8.1.0,>=8.0.14 in /opt/conda/lib/python3.10/site-packages (from spacy) (8.0.17)\n", |
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"Requirement already satisfied: numpy>=1.15.0 in /opt/conda/lib/python3.10/site-packages (from spacy) (1.21.6)\n", |
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"Requirement already satisfied: spacy-loggers<2.0.0,>=1.0.0 in /opt/conda/lib/python3.10/site-packages (from spacy) (1.0.2)\n", |
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"Requirement already satisfied: requests<3.0.0,>=2.13.0 in /opt/conda/lib/python3.10/site-packages (from spacy) (2.28.0)\n", |
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"Requirement already satisfied: langcodes<4.0.0,>=3.2.0 in /opt/conda/lib/python3.10/site-packages (from spacy) (3.3.0)\n", |
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"Requirement already satisfied: cymem<2.1.0,>=2.0.2 in /opt/conda/lib/python3.10/site-packages (from spacy) (2.0.6)\n", |
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"Requirement already satisfied: blis<0.8.0,>=0.4.0 in /opt/conda/lib/python3.10/site-packages (from spacy) (0.7.7)\n", |
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"Requirement already satisfied: murmurhash<1.1.0,>=0.28.0 in /opt/conda/lib/python3.10/site-packages (from spacy) (1.0.7)\n", |
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"Requirement already satisfied: preshed<3.1.0,>=3.0.2 in /opt/conda/lib/python3.10/site-packages (from spacy) (3.0.6)\n", |
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"Requirement already satisfied: srsly<3.0.0,>=2.4.3 in /opt/conda/lib/python3.10/site-packages (from spacy) (2.4.3)\n", |
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"Requirement already satisfied: packaging>=20.0 in /home/jovyan/.local/lib/python3.10/site-packages (from spacy) (21.3)\n", |
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"Requirement already satisfied: catalogue<2.1.0,>=2.0.6 in /opt/conda/lib/python3.10/site-packages (from spacy) (2.0.7)\n", |
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"Requirement already satisfied: wasabi<1.1.0,>=0.9.1 in /opt/conda/lib/python3.10/site-packages (from spacy) (0.9.1)\n", |
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"Requirement already satisfied: tqdm<5.0.0,>=4.38.0 in /opt/conda/lib/python3.10/site-packages (from spacy) (4.64.0)\n", |
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"Requirement already satisfied: setuptools in /opt/conda/lib/python3.10/site-packages (from spacy) (62.3.4)\n", |
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"Requirement already satisfied: spacy-legacy<3.1.0,>=3.0.9 in /opt/conda/lib/python3.10/site-packages (from spacy) (3.0.9)\n", |
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"Requirement already satisfied: jinja2 in /opt/conda/lib/python3.10/site-packages (from spacy) (3.1.2)\n", |
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"Requirement already satisfied: typer<0.5.0,>=0.3.0 in /opt/conda/lib/python3.10/site-packages (from spacy) (0.4.1)\n", |
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"Requirement already satisfied: pydantic!=1.8,!=1.8.1,<1.9.0,>=1.7.4 in /opt/conda/lib/python3.10/site-packages (from spacy) (1.8.2)\n", |
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"Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /opt/conda/lib/python3.10/site-packages (from packaging>=20.0->spacy) (3.0.9)\n", |
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"Requirement already satisfied: smart-open<6.0.0,>=5.0.0 in /opt/conda/lib/python3.10/site-packages (from pathy>=0.3.5->spacy) (5.2.1)\n", |
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"Requirement already satisfied: typing-extensions>=3.7.4.3 in /opt/conda/lib/python3.10/site-packages (from pydantic!=1.8,!=1.8.1,<1.9.0,>=1.7.4->spacy) (4.2.0)\n", |
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"Requirement already satisfied: certifi>=2017.4.17 in /opt/conda/lib/python3.10/site-packages (from requests<3.0.0,>=2.13.0->spacy) (2022.6.15)\n", |
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"Requirement already satisfied: charset-normalizer~=2.0.0 in /opt/conda/lib/python3.10/site-packages (from requests<3.0.0,>=2.13.0->spacy) (2.0.12)\n", |
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"Requirement already satisfied: idna<4,>=2.5 in /opt/conda/lib/python3.10/site-packages (from requests<3.0.0,>=2.13.0->spacy) (3.3)\n", |
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"Requirement already satisfied: urllib3<1.27,>=1.21.1 in /opt/conda/lib/python3.10/site-packages (from requests<3.0.0,>=2.13.0->spacy) (1.26.9)\n", |
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"Requirement already satisfied: click<9.0.0,>=7.1.1 in /opt/conda/lib/python3.10/site-packages (from typer<0.5.0,>=0.3.0->spacy) (8.1.3)\n", |
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"Requirement already satisfied: MarkupSafe>=2.0 in /opt/conda/lib/python3.10/site-packages (from jinja2->spacy) (2.1.1)\n", |
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"Collecting en-core-web-sm==3.3.0\n", |
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" Downloading https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.3.0/en_core_web_sm-3.3.0-py3-none-any.whl (12.8 MB)\n", |
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"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m12.8/12.8 MB\u001b[0m \u001b[31m21.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m00:01\u001b[0m\n", |
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"\u001b[?25hRequirement already satisfied: spacy<3.4.0,>=3.3.0.dev0 in /opt/conda/lib/python3.10/site-packages (from en-core-web-sm==3.3.0) (3.3.1)\n", |
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"Requirement already satisfied: srsly<3.0.0,>=2.4.3 in /opt/conda/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (2.4.3)\n", |
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"Requirement already satisfied: pydantic!=1.8,!=1.8.1,<1.9.0,>=1.7.4 in /opt/conda/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (1.8.2)\n", |
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"Requirement already satisfied: tqdm<5.0.0,>=4.38.0 in /opt/conda/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (4.64.0)\n", |
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"Requirement already satisfied: preshed<3.1.0,>=3.0.2 in /opt/conda/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (3.0.6)\n", |
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"Requirement already satisfied: setuptools in /opt/conda/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (62.3.4)\n", |
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"Requirement already satisfied: spacy-legacy<3.1.0,>=3.0.9 in /opt/conda/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (3.0.9)\n", |
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"Requirement already satisfied: typer<0.5.0,>=0.3.0 in /opt/conda/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (0.4.1)\n", |
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"Requirement already satisfied: wasabi<1.1.0,>=0.9.1 in /opt/conda/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (0.9.1)\n", |
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"Requirement already satisfied: spacy-loggers<2.0.0,>=1.0.0 in /opt/conda/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (1.0.2)\n", |
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"Requirement already satisfied: packaging>=20.0 in /home/jovyan/.local/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (21.3)\n", |
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"Requirement already satisfied: langcodes<4.0.0,>=3.2.0 in /opt/conda/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (3.3.0)\n", |
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"Requirement already satisfied: blis<0.8.0,>=0.4.0 in /opt/conda/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (0.7.7)\n", |
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"Requirement already satisfied: requests<3.0.0,>=2.13.0 in /opt/conda/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (2.28.0)\n", |
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"Requirement already satisfied: cymem<2.1.0,>=2.0.2 in /opt/conda/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (2.0.6)\n", |
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"Requirement already satisfied: numpy>=1.15.0 in /opt/conda/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (1.21.6)\n", |
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"Requirement already satisfied: thinc<8.1.0,>=8.0.14 in /opt/conda/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (8.0.17)\n", |
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"Requirement already satisfied: pathy>=0.3.5 in /opt/conda/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (0.6.1)\n", |
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"Requirement already satisfied: murmurhash<1.1.0,>=0.28.0 in /opt/conda/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (1.0.7)\n", |
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"Requirement already satisfied: jinja2 in /opt/conda/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (3.1.2)\n", |
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"Requirement already satisfied: catalogue<2.1.0,>=2.0.6 in /opt/conda/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (2.0.7)\n", |
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"Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /opt/conda/lib/python3.10/site-packages (from packaging>=20.0->spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (3.0.9)\n", |
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"Requirement already satisfied: smart-open<6.0.0,>=5.0.0 in /opt/conda/lib/python3.10/site-packages (from pathy>=0.3.5->spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (5.2.1)\n", |
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"Requirement already satisfied: typing-extensions>=3.7.4.3 in /opt/conda/lib/python3.10/site-packages (from pydantic!=1.8,!=1.8.1,<1.9.0,>=1.7.4->spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (4.2.0)\n", |
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"Requirement already satisfied: charset-normalizer~=2.0.0 in /opt/conda/lib/python3.10/site-packages (from requests<3.0.0,>=2.13.0->spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (2.0.12)\n", |
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"Requirement already satisfied: certifi>=2017.4.17 in /opt/conda/lib/python3.10/site-packages (from requests<3.0.0,>=2.13.0->spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (2022.6.15)\n", |
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"Requirement already satisfied: idna<4,>=2.5 in /opt/conda/lib/python3.10/site-packages (from requests<3.0.0,>=2.13.0->spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (3.3)\n", |
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"Requirement already satisfied: urllib3<1.27,>=1.21.1 in /opt/conda/lib/python3.10/site-packages (from requests<3.0.0,>=2.13.0->spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (1.26.9)\n", |
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"Requirement already satisfied: click<9.0.0,>=7.1.1 in /opt/conda/lib/python3.10/site-packages (from typer<0.5.0,>=0.3.0->spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (8.1.3)\n", |
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"Requirement already satisfied: MarkupSafe>=2.0 in /opt/conda/lib/python3.10/site-packages (from jinja2->spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (2.1.1)\n", |
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"Installing collected packages: en-core-web-sm\n", |
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"Successfully installed en-core-web-sm-3.3.0\n", |
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"\u001b[38;5;2m✔ Download and installation successful\u001b[0m\n", |
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"You can now load the package via spacy.load('en_core_web_sm')\n" |
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] |
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} |
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], |
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"source": [ |
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"!pip install -U spacy\n", |
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"!python -m spacy download en_core_web_sm" |
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] |
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}, |
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{ |
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"cell_type": "code", |
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"execution_count": null, |
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"id": "b0d80ae8-94a9-45b6-af8b-790dbb12e469", |
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"metadata": {}, |
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"outputs": [], |
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"source": [ |
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"import spacy\n", |
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"from spacy import displacy\n", |
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"\n", |
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"text = \"When Sebastian Thrun started working on self-driving cars at Google in 2007, few people outside of the company took him seriously.\"\n", |
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"\n", |
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"nlp = spacy.load(\"en_core_web_sm\")\n", |
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"doc = nlp(text)\n", |
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"displacy.serve(doc, style=\"ent\")" |
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] |
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}, |
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{ |
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"cell_type": "code", |
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"execution_count": null, |
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"id": "b2b9b88c-343b-4839-b56a-48423773a03b", |
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"metadata": {}, |
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"outputs": [], |
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"source": [] |
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} |
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], |
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"metadata": { |
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"kernelspec": { |
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"display_name": "Python 3 (ipykernel)", |
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"language": "python", |
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"name": "python3" |
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}, |
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"language_info": { |
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"codemirror_mode": { |
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"name": "ipython", |
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"version": 3 |
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}, |
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"file_extension": ".py", |
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"mimetype": "text/x-python", |
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"name": "python", |
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"nbconvert_exporter": "python", |
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"pygments_lexer": "ipython3", |
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"version": "3.10.4" |
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} |
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}, |
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"nbformat": 4, |
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"nbformat_minor": 5 |
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}
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