pysindy vs awesome-machine-learning-fluid-m

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.

www.influxdata.com

featured

SaaSHub - Software Alternatives and Reviews

SaaSHub helps you find the best software and product alternatives

www.saashub.com

featured

pysindy		awesome-machine-learning-fluid-m
	Project
5	Mentions	1
1,293	Stars	-
2.8%	Growth	-
9.3	Activity	-
10 days ago	Latest Commit	-
Python	Language
GNU General Public License v3.0 or later	License	-

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

pysindy

Posts with mentions or reviews of pysindy. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-11-22.

Sam Altman's ouster was precipitated by letter to board about AI breakthrough
3 projects | news.ycombinator.com | 22 Nov 2023
Ask HN: Why don't datacenters have passive rooflines like Net Zero homes?
5 projects | news.ycombinator.com | 21 Sep 2023

https://github.com/dynamicslab/pysindy/issues/383#event-1002...
awesome-machine-learning-fluid-mechanics >
Why are neural networks not multi-dimensional?
1 project | /r/neuralnetworks | 31 May 2022
Creating an equation for a system given its data.
1 project | /r/ECE | 22 Mar 2022
Physics-Based Deep Learning Book
3 projects | news.ycombinator.com | 12 Sep 2021

Not MLP, but PySindy[0] might be a way to find a closed form solution. A simple MLP may not be best way to achieve what are you are after.
[0] https://github.com/dynamicslab/pysindy

awesome-machine-learning-fluid-m

Posts with mentions or reviews of awesome-machine-learning-fluid-m. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-09-21.

Ask HN: Why don't datacenters have passive rooflines like Net Zero homes?
5 projects | news.ycombinator.com | 21 Sep 2023

https://github.com/ikespand/awesome-machine-learning-fluid-m...
Open Sustainable Technology:

What are some alternatives?

When comparing pysindy and awesome-machine-learning-fluid-m you can also consider the following projects:

sysidentpy - A Python Package For System Identification Using NARMAX Models

awesome-machine-learning-fluid-mechanics - Curated list for ML in FM

torchsde - Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

Poincare-Maps - MATLAB files for discovery of Poincaré maps

thebe - Turn static HTML pages into live documents with Jupyter kernels.

pbdl-book - Welcome to the Physics-based Deep Learning Book (v0.2)

diffrax - Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

Stochastic-Processes - My book: Gentle Introduction to Chaotic Dynamical Systems. Includes stochastic dynamical systems and statistical properties of numeration systems in any dimension.

grade-school-math

awesome-fluid-dynamics - A curated list of repositories related to fluid dynamics.

open-sustainable-technology - A directory and analysis of the open source ecosystem in the areas of climate change, sustainable energy, biodiversity and natural resources.