Top 4 Python Scientific Projects

PDEBench

2 618 6.5 Python

PDEBench: An Extensive Benchmark for Scientific Machine Learning

Project mention: [P] LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite | /r/MachineLearning | 2023-12-11

LagrangeBench is a machine learning benchmarking library for CFD particle problems based on JAX. It is designed to evaluate and develop learned particle models (e.g. graph neural networks) on challenging physical problems. To our knowledge it's the first benchmark for this specific set of problems. Our work was inspired by the grid-based benchmarks of PDEBench and PDEArena, and we propose it as a Lagrangian alternative.

pandastable

3 605 5.7 Python

Table analysis in Tkinter using pandas DataFrames.
InfluxDB

www.influxdata.com sponsored

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.
cij

1 13 4.0 Python

Semiemperical quasiharmonic thermal elasticity
PyHardwareLibrary

1 9 2.6 Python

A simple application-oriented and device-oriented library with a variety of communication ports for controlling devices (POSIX serial, USB, etc...)

Project mention: Understanding the Universal Serial Bus | news.ycombinator.com | 2023-09-23

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).