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Top 7 Python differential-equation Projects
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diffrax
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
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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.
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NeuralCDE
Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)
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diffeqpy
Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization
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AMaDiA
Astus' Mathematical Display Application : A GUI for Mathematics (Calculator, LaTeX Converter, Plotter, ... )
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nvidia-modulus-airfoil-optimisation
Using NVIDIA modulus for airfoil optimizations at different angles.
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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).
Python differential-equations related posts
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Julia GPU-based ODE solver 20x-100x faster than those in Jax and PyTorch
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[P] Optimistix, nonlinear optimisation in JAX+Equinox!
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Show HN: Optimistix: Nonlinear Optimisation in Jax+Equinox
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Scientific computing in JAX
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[D] JAX vs PyTorch in 2023
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Returning to snake's nest after a long journey, any major advances in python for science ?
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PyTorch 2.0
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A note from our sponsor - SaaSHub
www.saashub.com | 10 May 2024
Index
What are some of the best open-source differential-equation projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | torchsde | 1,481 |
| 2 | diffrax | 1,249 |
| 3 | NeuralCDE | 581 |
| 4 | diffeqpy | 497 |
| 5 | AMaDiA | 260 |
| 6 | nvidia-modulus-airfoil-optimisation | 21 |
| 7 | LT-OCF | 20 |
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