Top 23 Python eda Projects

• ydata-profiling

  43 12,101 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

• great_expectations

  15 9,526 9.9 Python

  Always know what to expect from your data.

  

• 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.

  

• visidata

  37 7,454 9.8 Python

  A terminal spreadsheet multitool for discovering and arranging data

Project mention: Data Science at the Command Line, 2nd Edition (2021) | news.ycombinator.com | 2024-05-06

I'd like to call out one of my favorite pieces of software from the past 10 years: VisiData [1] has completely changed the way I do ad-hoc data processing, and is now my go-to for pretty much all use cases that I previously used spreadsheets for, and about half of those I previously used databases for.

It's a TUI application, not strictly CLI, but scriptable, and I figure anyone building pipelines using tools like jq, q, awk, grep, etc. to process tabular data will find it extremely useful.

----

[1]: https://visidata.org

• sweetviz

  1 2,842 6.7 Python

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

• skywater-pdk

  27 2,852 2.3 Python

  Open source process design kit for usage with SkyWater Technology Foundry's 130nm node.

  

Project mention: Ask HN: Open-Source Simple CPU? | news.ycombinator.com | 2024-03-16

Preferably Intel compatible or able to run Linux? Something I can build in my garage or in a simple microprocessor fab.

https://github.com/google/skywater-pdk

• scattertext

  3 2,209 4.7 Python

  Beautiful visualizations of how language differs among document types.

• dataprep

  3 1,936 4.4 Python

  Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.

  

• SaaSHub

  www.saashub.com featured

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• NeuroKit

  1 1,407 9.2 Python

  NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

  

• fusesoc

  12 1,123 7.3 Python

  Package manager and build abstraction tool for FPGA/ASIC development

Project mention: fusesoc VS vextproj - a user suggested alternative | libhunt.com/r/fusesoc | 2024-03-28

• kicad-jlcpcb-tools

  9 1,028 9.1 Python

  Plugin to generate BOM + CPL files for JLCPCB, assigning LCSC part numbers directly from the plugin, query the JLCPCB parts database, lookup datasheets and much more.

Project mention: which JLCPCB KiCad plugin to use? | /r/KiCad | 2023-09-12

but most/all links I find on sites like adafruit point to https://github.com/Bouni/kicad-jlcpcb-tools

• edalize

  4 596 7.2 Python

  An abstraction library for interfacing EDA tools

• baby-names-analysis

  1 563 0.0 Python

  Data ETL & Analysis on the dataset 'Baby Names from Social Security Card Applications - National Data'.

  

• piperider

  6 469 9.5 Python

  Code review for data in dbt

  

Project mention: Show HN: PipeRider – open-source Data Impact Analysis for dbt changes | news.ycombinator.com | 2023-09-06

• gdsfactory

  1 424 10.0 Python

  python library to design chips (Photonics, Analog, Quantum, MEMs, ...), objects for 3D printing or PCBs.

  

• Pinion

  1 382 0.0 Python

  Generate interactive and nice-looking diagrams for your PCBs!

Project mention: Pinion: Generate interactive and nice-looking diagrams for PCBs | news.ycombinator.com | 2023-12-13

• Fabrication-Toolkit

  2 259 8.1 Python

  An JLC PCB Fabrication Plugin for KiCad

Project mention: which JLCPCB KiCad plugin to use? | /r/KiCad | 2023-09-12

New KiCad install seems to already have in it's default repo https://github.com/bennymeg/JLC-Plugin-for-KiCad

• arkouda

  1 226 9.4 Python

  Arkouda (αρκούδα): Interactive Data Analytics at Supercomputing Scale :bear:

  

Project mention: Mojo is now available on Mac | news.ycombinator.com | 2023-10-19

Those interested in the intersection between Python, HPC, and data science may want to take a look at Arkouda, which is a Python package for data science at massive scales (TB of memory) at interactive rates (seconds), powered by Chapel:

* https://github.com/Bears-R-Us/arkouda

• systemrdl-compiler

  1 222 6.6 Python

  SystemRDL 2.0 language compiler front-end

  

• pcbflow

  2 111 4.8 Python

  Python based Printed Circuit Board (PCB) layout and design package based on CuFlow.

• BIOBSS

  1 96 0.6 Python

  A package for processing signals recorded using wearable sensors, such as Electrocardiogram (ECG), Photoplethysmogram (PPG), Electrodermal activity (EDA) and 3-axis acceleration (ACC).

  

• spydrnet

  1 85 6.8 Python

  A flexible framework for analyzing and transforming FPGA netlists. Official repository.

  

• pykicad

  1 61 0.0 Python

  Library for working with KiCAD file formats

• PeakRDL-uvm

  1 45 5.5 Python

  Generate UVM register model from compiled SystemRDL input

  

• SaaSHub

  www.saashub.com featured

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

  

Python eda related posts

• fusesoc VS vextproj - a user suggested alternative

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• Ask HN: Open-Source Simple CPU?

  1 project | news.ycombinator.com | 16 Mar 2024

• Libre Silicon – Free semiconductors for everyone

  3 projects | news.ycombinator.com | 19 Oct 2023

• Ask HN: How to start a fabless chip company targeting a modern process node?

  1 project | news.ycombinator.com | 10 Jul 2023

• Are there open-source standard cell libraries that are commercial process-compatible?

  2 projects | /r/chipdesign | 7 Jul 2023

• Text only PCB CAD tools?

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• Cadence Genus&Innovus

  1 project | /r/chipdesign | 12 Jun 2023
• A note from our sponsor - SaaSHub
  www.saashub.com | 24 May 2024

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