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Browse files- DESCRIPTION.md +1 -1
- README.md +1 -1
- requirements.txt +1 -1
- run.ipynb +1 -1
- run.py +0 -1
DESCRIPTION.md
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This sentiment analaysis demo takes in input text and returns its classification for either positive, negative or neutral using Gradio's Label output.
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This sentiment analaysis demo takes in input text and returns its classification for either positive, negative or neutral using Gradio's Label output.
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README.md
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sdk: gradio
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sdk_version:
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app_file: run.py
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pinned: false
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hf_oauth: true
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colorFrom: indigo
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sdk: gradio
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sdk_version: 4.0.2
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app_file: run.py
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pinned: false
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hf_oauth: true
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requirements.txt
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https://gradio-builds.s3.amazonaws.com/
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nltk
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https://gradio-builds.s3.amazonaws.com/874005938d65543c4cefe610a17e58d2ec7b3fb1/gradio-4.0.2-py3-none-any.whl
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nltk
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run.ipynb
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{"cells": [{"cell_type": "markdown", "id": "302934307671667531413257853548643485645", "metadata": {}, "source": ["# Gradio Demo: sentiment_analysis\n", "### This sentiment analaysis demo takes in input text and returns its classification for either positive, negative or neutral using Gradio's Label output
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{"cells": [{"cell_type": "markdown", "id": "302934307671667531413257853548643485645", "metadata": {}, "source": ["# Gradio Demo: sentiment_analysis\n", "### This sentiment analaysis demo takes in input text and returns its classification for either positive, negative or neutral using Gradio's Label output.\n", " "]}, {"cell_type": "code", "execution_count": null, "id": "272996653310673477252411125948039410165", "metadata": {}, "outputs": [], "source": ["!pip install -q gradio nltk"]}, {"cell_type": "code", "execution_count": null, "id": "288918539441861185822528903084949547379", "metadata": {}, "outputs": [], "source": ["import gradio as gr\n", "import nltk\n", "from nltk.sentiment.vader import SentimentIntensityAnalyzer\n", "\n", "nltk.download(\"vader_lexicon\")\n", "sid = SentimentIntensityAnalyzer()\n", "\n", "def sentiment_analysis(text):\n", " scores = sid.polarity_scores(text)\n", " del scores[\"compound\"]\n", " return scores\n", "\n", "demo = gr.Interface(\n", " fn=sentiment_analysis, \n", " inputs=gr.Textbox(placeholder=\"Enter a positive or negative sentence here...\"), \n", " outputs=\"label\", \n", " examples=[[\"This is wonderful!\"]])\n", "\n", "demo.launch()"]}], "metadata": {}, "nbformat": 4, "nbformat_minor": 5}
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run.py
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fn=sentiment_analysis,
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inputs=gr.Textbox(placeholder="Enter a positive or negative sentence here..."),
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outputs="label",
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interpretation="default",
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examples=[["This is wonderful!"]])
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demo.launch()
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fn=sentiment_analysis,
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inputs=gr.Textbox(placeholder="Enter a positive or negative sentence here..."),
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outputs="label",
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examples=[["This is wonderful!"]])
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demo.launch()
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