pysindy
| awesome-machine-learning-fluid-m | pysindy | |
|---|---|---|
| 1 | 5 | |
| - | 1,308 | |
| - | 3.9% | |
| - | 9.3 | |
| - | 3 days ago | |
| Python | ||
| - | GNU General Public License v3.0 or later |
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.
awesome-machine-learning-fluid-m
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Ask HN: Why don't datacenters have passive rooflines like Net Zero homes?
https://github.com/ikespand/awesome-machine-learning-fluid-m...
Open Sustainable Technology:
pysindy
- Sam Altman's ouster was precipitated by letter to board about AI breakthrough
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Ask HN: Why don't datacenters have passive rooflines like Net Zero homes?
https://github.com/dynamicslab/pysindy/issues/383#event-1002...
awesome-machine-learning-fluid-mechanics >
- Why are neural networks not multi-dimensional?
- Creating an equation for a system given its data.
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Physics-Based Deep Learning Book
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
What are some alternatives?
awesome-machine-learning-fluid-mechanics - Curated list for ML in FM
sysidentpy - A Python Package For System Identification Using NARMAX Models
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.