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Search results for python neural ode

15 search results found

Scimltutorials.jl ⭐ 698

Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.

Closed-form Continuous-time Neural Networks

Scimlbenchmarks.jl ⭐ 279

Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R

Easy Neural Ode ⭐ 186

Code for the paper "Learning Differential Equations that are Easy to Solve"

Torchode ⭐ 161

A parallel ODE solver for PyTorch

Tfdiffeq ⭐ 118

Tensorflow implementation of Ordinary Differential Equation Solvers with full GPU support

Bayesde ⭐ 101

Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"

Keras_odenet ⭐ 47

Implementation of (2018) Neural Ordinary Differential Equations on Keras

Neural Ode Metasolver ⭐ 24

Supplementary code for the paper "Meta-Solver for Neural Ordinary Differential Equations" https://arxiv.org/abs/2103.08561

Se3hamdl ⭐ 21

Code for our RSS'21 paper: "Hamiltonian-based Neural ODE Networks on the SE(3) Manifold For Dynamics Learning and Control"

Lpdc Net ⭐ 19

CVPR2021 paper "Learning Parallel Dense Correspondence from Spatio-Temporal Descriptorsfor Efficient and Robust 4D Reconstruction"

Ace Node ⭐ 14

Attentive Co-Evolving Neural Ordinary Differential Equations

LT-OCF: Learnable-Time ODE-based Collaborative Filtering, CIKM'21

Neural Ode Norm ⭐ 8

Models and code for the ICLR 2020 workshop paper "Towards Understanding Normalization in Neural ODEs"

Ffjord Rnode ⭐ 8

Regularized Neural ODEs (RNODE)

Activity Simulation Sand ⭐ 5

The official PyTorch implementation of "Learning to Simulate Daily Activities via Modeling Dynamic Human Needs" (WWW'23)

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