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VisualLibraryofTop20LibsForDataScienceandAI
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awacke1 commited on
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Update app.py

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  1. app.py +22 -22
app.py CHANGED
@@ -1,26 +1,26 @@
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  import streamlit as st
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  st.markdown("""
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- | No. | Library | Type | Definition |
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- |-----|-----------------|-----------------|------------------------------------------------------------------|
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- | 1 | Beautiful Soup | Web scraping | 🕸️ Library for web scraping |
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- | 2 | Keras | Neural networks | 🧠 Deep learning library for Python |
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- | 3 | Mahotas | Computer vision | 👁️ Image processing library for computer vision |
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- | 4 | Matplotlib | Data analysis | 📊 Data visualization library |
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- | 5 | NumPy | Numerical | 🧮 Library for numerical computing |
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- | 6 | OpenCV | Computer vision | 👁️ Library for computer vision |
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- | 7 | Pandas | Data analysis | 🐼 Library for data manipulation |
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- | 8 | PyTest | Testing | 🧪 Testing framework for Python |
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- | 9 | PyTorch | Machine learning| 🔥 Open-source machine learning library based on Torch |
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- | 10 | PyUnit | Testing | 🧪 Unit testing framework for Python |
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- | 11 | Requests | Web requests | 🌐 HTTP library |
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- | 12 | Scikit-Learn | Machine learning| 🤖 Machine learning library |
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- | 13 | SciPy | Scientific | 🧪 Library for scientific computing |
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- | 14 | Seaborn | Data analysis | 📊 Data visualization library based on Matplotlib |
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- | 15 | Selenium | Web automation | 🚀 Web driver for browser automation |
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- | 16 | SimpleITK | Medical imaging| 🏥 Medical image processing library |
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- | 17 | TensorFlow | Machine learning| 🤖 Open-source machine learning library developed by Google |
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- | 18 | Theano | Machine learning| 🔢 Numerical computation library for deep learning models |
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- | 19 | Pillow | Image processing| 🖼️ Image processing library |
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- | 20 | ScraPy | Web scraping | 🕷️ Web crawling and scraping library |
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  """)
 
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  import streamlit as st
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  st.markdown("""
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+ | No. | Library | Type | Definition | URL |
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+ |-----|-----------------|-----------------|------------------------------------------------------------------|--------------------------------------------------------------------------|
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+ | 1 | Beautiful Soup | Web scraping | 🕸️ Library for web scraping | https://pypi.org/project/beautifulsoup4/ |
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+ | 2 | Keras | Neural networks | 🧠 Deep learning library for Python | https://pypi.org/project/Keras/ |
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+ | 3 | Mahotas | Computer vision | 👁️ Image processing library for computer vision | https://pypi.org/project/mahotas/ |
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+ | 4 | Matplotlib | Data analysis | 📊 Data visualization library | https://pypi.org/project/matplotlib/ |
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+ | 5 | NumPy | Numerical | 🧮 Library for numerical computing | https://pypi.org/project/numpy/ |
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+ | 6 | OpenCV | Computer vision | 👁️ Library for computer vision | https://pypi.org/project/opencv-python/ |
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+ | 7 | Pandas | Data analysis | 🐼 Library for data manipulation | https://pypi.org/project/pandas/ |
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+ | 8 | PyTest | Testing | 🧪 Testing framework for Python | https://pypi.org/project/pytest/ |
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+ | 9 | PyTorch | Machine learning| 🔥 Open-source machine learning library based on Torch | https://pypi.org/project/torch/ |
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+ | 10 | PyUnit | Testing | 🧪 Unit testing framework for Python | https://pypi.org/project/pyunit/ |
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+ | 11 | Requests | Web requests | 🌐 HTTP library | https://pypi.org/project/requests/ |
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+ | 12 | Scikit-Learn | Machine learning| 🤖 Machine learning library | https://pypi.org/project/scikit-learn/ |
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+ | 13 | SciPy | Scientific | 🧪 Library for scientific computing | https://pypi.org/project/scipy/ |
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+ | 14 | Seaborn | Data analysis | 📊 Data visualization library based on Matplotlib | https://pypi.org/project/seaborn/ |
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+ | 15 | Selenium | Web automation | 🚀 Web driver for browser automation | https://pypi.org/project/selenium/ |
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+ | 16 | SimpleITK | Medical imaging| 🏥 Medical image processing library | https://pypi.org/project/SimpleITK/ |
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+ | 17 | TensorFlow | Machine learning| 🤖 Open-source machine learning library developed by Google | https://pypi.org/project/tensorflow/ |
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+ | 18 | Theano | Machine learning| 🔢 Numerical computation library for deep learning models | https://pypi.org/project/Theano/ |
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+ | 19 | Pillow | Image processing| 🖼️ Image processing library | https://pypi.org/project/Pillow/ |
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+ | 20 | ScraPy | Web scraping | 🕷️ Web crawling and scraping library | https://pypi.org/project/Scrapy/ |
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  """)