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Awesome

An open API service indexing awesome lists of open source software.

awesome-python

The definitive list that answers "I want to do X in Python, which tool should I use?"
https://github.com/vinta/awesome-python

Last synced: 7 days ago
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Command-line Interface Development

  • tqdm - Fast, extensible progress bar for loops and CLI.

Data Analysis

  • aws-sdk-pandas - Pandas on AWS.
  • pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.
  • ibis - A portable Python dataframe library with a single API for 20+ backends.
  • modin - A drop-in pandas replacement that scales workflows by changing a single line of code.

Data Validation

  • pandera - A data validation library for dataframes, with support for pandas, polars, and Spark.

Data Visualization

  • seaborn - Statistical data visualization using Matplotlib.

Distributed Computing

  • dask - A flexible parallel computing library for analytic computing.

Downloader

  • yfinance - Easy Pythonic way to download market and financial data from Yahoo Finance.

Geolocation

  • geopandas - Python tools for geographic data (GeoSeries/GeoDataFrame) built on pandas.

Specific Formats Processing

  • XlsxWriter - A Python module for creating Excel .xlsx files.

Testing

  • mimesis - is a Python library that help you generate fake data.