pydata

Open-source projects categorized as pydata
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Language: + Python + C++ + Jupyter Notebook + HTML
Topics: Python Pandas Dask Data Science Dataframe
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Top 11 pydata Open-Source Projects

  • Dask

    Parallel computing with task scheduling

    • Project mention: The Distributed Tensor Algebra Compiler (2022) | news.ycombinator.com | 2023-06-15

  • cudf

    cuDF - GPU DataFrame Library

    • Project mention: A Polars exploration into Kedro | dev.to | 2023-05-17

    The interesting thing about Polars is that it does not try to be a drop-in replacement to pandas, like Dask, cuDF, or Modin, and instead has its own expressive API. Despite being a young project, it quickly got popular thanks to its easy installation process and its “lightning fast” performance.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • koalas

    Koalas: pandas API on Apache Spark

  • stumpy

    STUMPY is a powerful and scalable Python library for modern time series analysis

    • Project mention: Stumpy: Matrix profile time series analysis | news.ycombinator.com | 2024-03-03

  • pandas-datareader

    Extract data from a wide range of Internet sources into a pandas DataFrame.

  • distributed

    A distributed task scheduler for Dask

  • pyjanitor

    Clean APIs for data cleaning. Python implementation of R package Janitor

    • Project mention: Sub library with useful code | /r/learnpython | 2023-05-19

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  • pyvtreat

    vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distributed under a BSD-3-Clause license.

  • python-graphblas

    Python library for GraphBLAS: high-performance sparse linear algebra for scalable graph analytics

  • graphblas-algorithms

    Graph algorithms written in GraphBLAS

  • sgkit

    We've moved to https://github.com/sgkit-dev/sgkit

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

pydata related posts

  • Shuffling large data at constant memory in Dask

    1 project | /r/Python | 17 Apr 2023

  • My new company uses Pyspark. I want to learn it before my starting date. Any advice?

    1 project | /r/datascience | 10 Nov 2022

  • Great forward progress on squashing cluster deadlocks

    1 project | /r/dask | 15 Dec 2021

  • Is Numpy always more efficient than Pandas? And how much should we rely on Python anyway?

    1 project | /r/datascience | 10 Dec 2021

  • Ask HN: Is PySPark a Dead-End?

    1 project | news.ycombinator.com | 5 Dec 2021

  • How to load 85.6 GB of XML data into a dataframe

    1 project | /r/pythontips | 1 Dec 2021

  • How to load 85.6 GB of XML data into a dataframe

    1 project | /r/learnprogramming | 1 Dec 2021
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    www.saashub.com | 3 May 2024
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Index

What are some of the best open-source pydata projects? This list will help you:

Project Stars
1 Dask 11,999
2 cudf 7,291
3 koalas 3,319
4 stumpy 2,994
5 pandas-datareader 2,821
6 distributed 1,541
7 pyjanitor 1,284
8 pyvtreat 114
9 python-graphblas 112
10 graphblas-algorithms 62
11 sgkit 0

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