dataframes 开源项目推荐（380 个）

pola-rs /polars

用 Rust 编写的极速 DataFrames 查询引擎

unionai-oss /pandera

A light-weight, flexible, and expressive statistical data testing library

TileDB-Inc /TileDB

The Universal Storage Engine

JuliaData /DataFrames.jl

Julia 中的内存表格数据。

skrub-data /skrub

Machine learning with dataframes

elixir-explorer /explorer

系列（一维）和收件箱（二维），用于Elixir中快速优雅的数据探索

rocketlaunchr /dataframe-go

DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration

mahmoudparsian /pyspark-tutorial

PySpark-Tutorial provides basic algorithms using PySpark

graphframes /graphframes

GraphFrames是Apache Spark的一个包，它提供了基于DataFrame的图形

pdpipe /pdpipe

Easy pipelines for pandas DataFrames.

elastic /eland

Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch

capitalone /datacompy

Pandas, Polars, Spark, and Snowpark DataFrame comparison for humans and more!

polyaxon /traceml

用于 Polyaxon 的 AI/ML/数据跟踪、可视化、可解释性、漂移检测和仪表盘的引擎。

JuliaData /DataFramesMeta.jl

Metaprogramming tools for DataFrames

static-frame /static-frame

Immutable and statically-typeable DataFrames with runtime type and data validation

stefmolin /pandas-workshop

An introductory workshop on pandas with notebooks and exercises for following along. Slides contain all solutions.

Paradigmllc /gspread-pandas

Read and write Google Sheets as pandas DataFrames — column-matched appends, real dtypes, and layout detection for sheets that don't start at A1.

rtosholdings /riptable

64bit multithreaded python data analytics tools for numpy arrays and datasets

RumbleDB /rumble

快速入门：pip安装jsoniq️ RumbleDB 2.1.0“Cedrus Libani”🌳for Apache Spark|对大规模、混乱的数据集（杨森、文本、CSV、Parquet、Delta.）运行查询| 具有更新、脚本、声明性机器学习等功能的数据湖边

mahmoudparsian /data-algorithms-with-spark

O'Reilly Book: [Data Algorithms with Spark] by Mahmoud Parsian