Python eda

Open-source Python projects categorized as eda
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Topics: Python Data Science exploratory-data-analysis Fpga Pandas
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Top 23 Python eda Projects

  • ydata-profiling

    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

    Always know what to expect from your data.

    • Project mention: Data Quality at Scale with Great Expectations, Spark, and Airflow on EMR | dev.to | 2023-04-24

    Great Expectations (GE) is an open-source data validation tool that helps ensure data quality.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

    WorkOS logo

  • visidata

    A terminal spreadsheet multitool for discovering and arranging data

    • Project mention: Fx – Terminal JSON Viewer | news.ycombinator.com | 2023-09-19

    [4] "Is it possible to "flatten" structured data (like JSON?)": https://github.com/saulpw/visidata/discussions/1605

  • skywater-pdk

    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

  • sweetviz

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

  • scattertext

    Beautiful visualizations of how language differs among document types.

  • dataprep

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

  • 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

  • NeuroKit

    NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

    • Project mention: Help in getting ECG waveforms or HR, HRV from PolarH10 | /r/Polarfitness | 2023-05-15

    I am aware of the official Polar support available here: https://github.com/polarofficial/polar-ble-sdk/issues. However, as it only provides support for Android and iOS, it doesn't fulfill my requirements. My task needs me to obtain these APIs on a Linux platform, as I intend to convert this data for use with the ROS publisher and subscriber later. I am also open to look for other feasible solution for Linux, and I'm open to exploring other reliable GitHub repositories that could help me capture ECG waveforms or directly obtain HR, HRV, and Respiration Rate values from the devices directly. I was hopeful about this one - https://github.com/neuropsychology/NeuroKit, but it turns out that it needs the ECG waveforms to be saved independently and later these signals would be processed offline. (Not real time). I also found this other repositories that I think would be useful but not too sure - https://github.com/kbre93/dont-hold-your-breath.

  • fusesoc

    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

    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

    An abstraction library for interfacing EDA tools

  • baby-names-analysis

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

  • piperider

    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

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

  • Pinion

    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

    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

    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

    SystemRDL 2.0 language compiler front-end

  • pcbflow

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

  • BIOBSS

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

  • spydrnet

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

  • pykicad

    Library for working with KiCAD file formats

  • PeakRDL-uvm

    Generate UVM register model from compiled SystemRDL input

  • SaaSHub

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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). The latest post mention was on 2024-03-28.

Python eda related posts

Index

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

Project Stars
1 ydata-profiling 11,992
2 great_expectations 9,440
3 visidata 7,388
4 skywater-pdk 2,830
5 sweetviz 2,828
6 scattertext 2,196
7 dataprep 1,909
8 NeuroKit 1,364
9 fusesoc 1,112
10 kicad-jlcpcb-tools 1,005
11 edalize 587
12 baby-names-analysis 564
13 piperider 467
14 gdsfactory 404
15 Pinion 382
16 Fabrication-Toolkit 246
17 arkouda 224
18 systemrdl-compiler 222
19 pcbflow 105
20 BIOBSS 90
21 spydrnet 79
22 pykicad 61
23 PeakRDL-uvm 45

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