Top 3 Jupyter Notebook eda Projects

skidl

12 975 6.5 Jupyter Notebook

SKiDL is a module that extends Python with the ability to design electronic circuits.

Project mention: Show HN: Atopile – Design circuit boards with code | news.ycombinator.com | 2024-02-05

Great question! We hope we have a few good reasons.
This iteration of the project actually came after first working with and then modifying another awesome project called SKiDL (https://github.com/devbisme/skidl).
It's based on Python - but we found that because since it's procedural, turing complete and has a rich eco-system - people use to that and there aren't standard composable ways of designing things. Instead of describing your board, you (practically) write a script that generates your board. It entangles your targets with your source-code and can make it difficult to understand the ultimate outcome of what you've written.
Additionally, since it's a potentially very long program, it was hard to write good language support around (a language server for VSCode, a schematic visualiser etc...) that were snappy, responsive and lent to examining modules as well as the whole program.
There's a few operators and first-class language features we wanted as well, like units and tolerances (3.3V +/- 100mV) that just aren't the same when embedded in a string, or class init method.

rust-data-analysis

1 284 6.9 Jupyter Notebook

Rust for data analysis encyclopedia (WIP).

Project mention: Ask HN: Rust Viable for Data Analytics? | news.ycombinator.com | 2024-02-01

Rust still has some key pieces missing, but looks promising, see: https://github.com/wiseaidev/rust-data-analysis
F# has a very decent data community: https://datascienceinfsharp.com
And obviously Julia is also something to consider.

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.
Digital-Learning-During-COVID19-EDA

1 1 0.0 Jupyter Notebook

In this project, we will be using data analysis tools to figure out trends in digital learning and how it is effective towards improvised communities. We will be comparing districts and states on factors like demography, internet access, learning product access, and finance.

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).