NeuralCDE VS deepxde

Compare NeuralCDE vs deepxde and see what are their differences.

NeuralCDE

Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight) (by patrick-kidger)
Machine Learning rough-paths neural-differential-equations time-series controlled-differential-equations Deep Learning deep-neural-networks Pytorch dynamical-systems differential-equations neural-networks
Source Code
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deepxde

A library for scientific machine learning and physics-informed learning (by lululxvi)
neural-network Deep Learning scientific-machine-learning pinn multi-fidelity-data Operator Pytorch physics-informed-learning Jax deeponet paddle Pde Tensorflow
Source Code
deepxde.readthedocs.io
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NeuralCDE deepxde
1 2
581 2,328
- -
0.0 8.7
over 1 year ago 4 days ago
Python Python
Apache License 2.0 GNU Lesser General Public License v3.0 only
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NeuralCDE

Posts with mentions or reviews of NeuralCDE. We have used some of these posts to build our list of alternatives and similar projects.

deepxde

Posts with mentions or reviews of deepxde. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-05-24.

What are some alternatives?

When comparing NeuralCDE and deepxde you can also consider the following projects:

torchdyn - A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

NeuralPDE.jl - Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

sktime-dl - DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow

diffrax - Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

torchsde - Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

dnn_from_scratch - A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).

bittensor - Internet-scale Neural Networks

deep_learning_and_the_game_of_go - Code and other material for the book "Deep Learning and the Game of Go"

PyTorch-Guide - PyTorch Guide

PaddlePaddle - PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

sense - Enhance your application with the ability to see and interact with humans using any RGB camera.

pymadcad - Simple yet powerful CAD (Computer Aided Design) library, written with Python.

NeuralCDE vs torchdyn deepxde vs NeuralPDE.jl NeuralCDE vs sktime-dl deepxde vs diffrax NeuralCDE vs torchsde deepxde vs dnn_from_scratch NeuralCDE vs bittensor deepxde vs deep_learning_and_the_game_of_go NeuralCDE vs PyTorch-Guide deepxde vs PaddlePaddle NeuralCDE vs sense deepxde vs pymadcad