Python is a widely-use general-purpose and high-level programming language. It is a open source. Python is a platform independence language. Data science professionals can perform data analytics easily with the help of Python libraries. Read on to know the top 20 Python libraries to use in 2022 for Data Science.
The Top 20 Python Libraries
- Matplotlib
- Pandas
- NumPy
- Theano
- PyTorch
- SciPy
- Requests
- SQLAlchemy
- Scrapy
- BeautifulSoup
- Keras
- Scikit-Learn
- TensorFlow
- XGBoost
- Seaborn
- Bokeh
- Plotly
- PyBrain
- NLTK
- Gensim
Matplotlib
Matplotlib is a comprehensive library for creating static, animated & interactive visualizations in Python. It is one of the best modules for data visualization to create graphs, bar charts & more. It works super cool with some of the machine learning libraries as well. Matplotlib produces publication quality figures in a variety of hardcopy formats. Matplotlib is 2D numerical plotting library for Python.
- Creator : John D. Hunter
- Library link : To know more about python Programming Library please Click here.
- Git-hub Stars: 13.8k
- Git-hub Folks: 7.5k
- Git-hub Link : To know more about python Programming Git-hub please Click here.
Pandas
Pandas is another popular high-performance Python library that is being widely use today. it is Similar to NumPy. it is another Data Science library that is use to generate data structures. Data manipulation and time series can also be performs with the help of operations provide by Pandas.
- Creator : Wes McKinney
- Library link: To know more about python Programming Library please Click here.
- Git-hub Stars: 28.1k
- Git-hub Folks: 12.2k
- Git-hub Link : To know more about python Programming Git-hub please Click here.
NumPy
NumPy is another useful Python package for Data science that is register under the BSD (Berkeley Software Distribution) license. Generic data that can work with any data type can also be treat using NumPy. Data science requires working on complex mathematical operations, especially during scientific computation. It one of the most use libraries for tasks perform.
- Creator : Travis Oliphant
- Library link: To know more about python Programming Library please Click here .
- Git-hub Stars: 16.1k
- Git-hub Folks: 5.2k
- Git-hub Link : To know more about python Programming Git-hub please Click here .
PyTorch
PyTorch is one of the most use Python libraries for Data Science and machine learning. It performs machine learning and neural network operations at ease. Data Science can design computational graphs dynamically via PyTorch.
- Creator : Soumith Chintala
- Library link: To know more about python Programming Library please Click here.
- Git-hub Stars: 45.1k
- Git-hub Folks: 12.5k
- Git-hub Link : To know more about python Programming Git-hub please Click here .
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