Torchdyn
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Torchdyn | 1,187 | | 1 | 4 months ago | 14 | September 01, 2023 | 36 | apache-2.0 | Jupyter Notebook | |
| A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods | ||||||||||
| Pndm | 244 | a year ago | 3 | apache-2.0 | Python | |||||
| The official implementation for Pseudo Numerical Methods for Diffusion Models on Manifolds (PNDM, PLMS | ICLR2022) | ||||||||||
| Neuralrdes | 109 | 3 years ago | Jupyter Notebook | |||||||
| Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021) | ||||||||||
| Fasterneuraldiffeq | 52 | 3 years ago | apache-2.0 | Python | ||||||
| Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021) | ||||||||||
| Gpt Pinn | 22 | 7 months ago | Python | |||||||
| Generative Pre-Trained Physics-Informed Neural Networks Implementation | ||||||||||
| Deep_kolmogorov | 18 | 2 years ago | mit | Python | ||||||
| Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning (NeurIPS 2020) | ||||||||||
| Desolver | 10 | 2 years ago | 110 | September 10, 2021 | other | Python | ||||
| A Python library for solving Initial Value Problems using various numerical integration methods. | ||||||||||
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