Python Libraries by Applications
In this blog post, I have listed down a list of Python libraries for various applications. The lists will be updated regularly with new libraries.
- Matplotlib
- Bokeh
- Altair
- Plotly
- Holoviews
- Bqplot
- Seaborn
- Plotnine
- Hvplot
- Cufflinks
- Geopandas
- Folium
- Ipyleaflet
- Cartopy
- PyTorch
- Tensorflow
- Jax
- Keras
- Flax
- Huggingface
- Pytorch-Lightning
- Networkx
- Graphviz/ PyGraphviz
- Pydot
- ipycytoscape
- pyvis
- Pandas
- Polars
- Vaex
- Dask
- Pyspark
- Django
- Flask
- FastAPI
- Tornado
- Numpy
- Xarray
- PyTorch
- Tensorflow
- Jax
- Unittest
- Pytest
- Nose2
- Hypothesis
- testify
- Scikit-Image
- PIL (Pillow)
- OpenCV
- Requests
- Scrapy
- BeautifulSoup
- Selenium
- Urllib
- PyCodeStyle
- autopep8
- mypy
- flake8
- Pyright
- Pedantic
- Dash
- Streamlit
- Gradio
- Panel
- Bokeh
- Anaconda
- Pip
- virtual-env
- Poetry
- Mamba
- Scikit-Learn
- statsmodels
- Xgboost
- LightGBM
- CatBoost
- Joblib
- ipyparallel
- Dask
- PySpark
- Scikit-Plot
- yellowbrick
- interpret-ml
- interpret-text
- LIME
- Shap
- eli5
- treeinterpreter
- dice-ml
- NLTK
- spacy
Sunny Solanki
Sunny Solanki
Intro: Software Developer | Youtuber | Bonsai Enthusiast
About: Sunny Solanki holds a bachelor's degree in Information Technology (2006-2010) from L.D. College of Engineering. Post completion of his graduation, he has 8.5+ years of experience (2011-2019) in the IT Industry (TCS). His IT experience involves working on Python & Java Projects with US/Canada banking clients. Since 2020, he’s primarily concentrating on growing CoderzColumn.
His main areas of interest are AI, Machine Learning, Data Visualization, and Concurrent Programming. He has good hands-on with Python and its ecosystem libraries.
Apart from his tech life, he prefers reading biographies and autobiographies. And yes, he spends his leisure time taking care of his plants and a few pre-Bonsai trees.
Contact: sunny.2309@yahoo.in
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