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Top 3 Python neural-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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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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NeuralCDE
Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)
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 neural-differential-equations related posts
- Show HN: Optimistix: Nonlinear Optimisation in Jax+Equinox
- PyTorch 2.0
- [D] Adjoint Sensitivity Method vs Reverse Mode Autodiff
- Solving system of coupled differential equations using Runge-Kutta in python
- [D] What useful personal projects have you made?
- Why is Python used by lots of scientists to simulate and calculate things, although it is pretty slow in comparison to other languages?
- [R] PhD thesis: On Neural Differential Equations!
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Index
What are some of the best open-source neural-differential-equation projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | torchsde | 1,468 |
| 2 | diffrax | 1,217 |
| 3 | NeuralCDE | 581 |
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