Top 23 pandas-dataframe Open-Source Projects

• ydata-profiling

  43 12,070 8.5 Python

  1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

  

Project mention: FLaNK 25 December 2023 | dev.to | 2023-12-26

• py

  5 6,636 0.0 Jupyter Notebook

  Repository to store sample python programs for python learning

  

• InfluxDB

  www.influxdata.com featured

  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.

  

• evidently

  10 4,664 9.5 Jupyter Notebook

  Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b

  

Project mention: [P] Free open-source ML observability course: starts October 16 🚀 | /r/MachineLearning | 2023-10-15

Hi everyone, I’m one of the creators of Evidently, an open-source (Apache 2.0) tool for production ML monitoring. We’ve just launched a free open course on ML observability that I wanted to share with the community.

• deepchecks

  15 3,373 8.2 Python

  Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

  

Project mention: Detect, Defend, Prevail: Payments Fraud Detection using ML & Deepchecks | dev.to | 2024-01-13

Also if you have any confusion related to it. You can directly go to their discussion section in github :

• pandera

  7 3,012 9.1 Python

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

  

• sweetviz

  1 2,841 6.7 Python

  Visualize and compare datasets, target values and associations, with one line of code.

• swifter

  3 2,468 5.5 Python

  A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner (by jmcarpenter2)

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• delta-rs

  28 1,833 9.7 Rust

  A native Rust library for Delta Lake, with bindings into Python

  

Project mention: Delta-rs – a Rust-based implementation of deltalake | news.ycombinator.com | 2024-04-08

• marketstore

  31 1,819 0.0 Go

  DataFrame Server for Financial Timeseries Data

  

• sparkmagic

  4 1,286 7.6 Python

  Jupyter magics and kernels for working with remote Spark clusters

  

Project mention: Doing ML works in AWS. Need help installing cartopy | /r/aws | 2023-06-05

Please file an issue at https://github.com/jupyter-incubator/sparkmagic

• dataframe-go

  3 1,112 0.0 Go

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

  

Project mention: packages similar to Pandas | /r/golang | 2023-05-10

Numpy functionality is largely covered by https://www.gonum.org/ but for pandas I'm not sure if there is an equivalent as widely accepted. However, you might try https://github.com/rocketlaunchr/dataframe-go which I have not tried but it looks like it covers some of what you're looking for

• pdpipe

  0 715 0.0 Jupyter Notebook

  Easy pipelines for pandas DataFrames.

  

• pytablewriter

  1 593 8.9 Python

  pytablewriter is a Python library to write a table in various formats: AsciiDoc / CSV / Elasticsearch / HTML / JavaScript / JSON / LaTeX / LDJSON / LTSV / Markdown / MediaWiki / NumPy / Excel / Pandas / Python / reStructuredText / SQLite / TOML / TSV.

• rightmove_webscraper.py

  1 238 0.0 Python

  Python class to scrape data from rightmove.co.uk and return listings in a pandas DataFrame object

• PANDAS-TUTORIAL

  4 158 4.0 Jupyter Notebook

  Jupyter Notebooks and Data Sets for Pandas Library (by TirendazAcademy)

• AREkit

  3 52 8.7 Python

  Document level Attitude and Relation Extraction toolkit (AREkit) for sampling and processing large text collections with ML and for ML

• pstock

  2 16 3.8 Python

  Async yahoo-finance python api with pydantic models.

• insidebarscanner

  1 11 0.0 Python

  Scan every stock listed on the Nasdaq to find those with daily inside bars for trading,

• python

  1 5 10.0 Python

  🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts using Libraries and Logic. These things everyone should know in their journey with programming. (by CatalystsReachOut)

  

• pandas-paddles

  2 5 4.6 Python

  Access the parent Pandas data frame in loc[], iloc[], assign(), and others Pandas helpers

• name-roulette

  1 3 2.4 Python

  Python program that chooses a random name from a csv or text file

• Restaurant-Monitoring-System

  1 3 0.0 Python

  Backend system for restaurant management

• prayer_times

  1 2 5.8 Python

  Display daily Islamic prayer times in a terminal

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

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• [P] Free open-source ML observability course: starts October 16 🚀

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• Free Open-source ML observability course

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• Explore your data in a single line of code

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• Which preprocessing steps to improve the performance of a naive bayes classifier

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• A note from our sponsor - InfluxDB
  www.influxdata.com | 8 May 2024

  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. Learn more →

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