torchdiffeq

ODE solver library

A PyTorch implementation of differentiable ODE solvers with GPU support and efficient backpropagation

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

GitHub

6k stars
127 watching
938 forks
Language: Python
last commit: almost 2 years ago

Related projects:

RepositoryDescriptionStars
pytorch/pytorchA Python library providing tensors and dynamic neural networks with strong GPU acceleration84,978
huggingface/accelerateA tool to simplify training and deployment of PyTorch models on various devices and configurations8,056
donnyyou/torchcvA comprehensive PyTorch-based framework for computer vision tasks2,249
luolc/adaboundAn optimizer that combines the benefits of Adam and SGD algorithms2,908
metaopt/torchoptAn efficient library for differentiable optimization built on top of PyTorch.554
cornellius-gp/gpytorchA library for creating scalable and flexible Gaussian process models with ease3,605
shangtongzhang/deeprlA modularized implementation of various deep reinforcement learning algorithms in PyTorch3,209
yunjey/pytorch-tutorialA comprehensive tutorial project that provides code examples for learning PyTorch by implementing various deep learning models and demonstrating their usage.30,401
kakaobrain/torchgpipeA PyTorch-based library for efficient training of large neural networks using pipeline parallelism and automatic recomputation of gradients.820
kaiyangzhou/deep-person-reidA PyTorch library for training and retraining deep neural networks for person re-identification in images and videos.4,353
pytorch/torchtitanA native PyTorch library for training large language models using distributed parallelism and optimization techniques.2,765
pkmital/tensorflow_tutorialsA collection of examples and tutorials illustrating various applications and use cases of TensorFlow in Python5,636
junyanz/interactive-deep-colorizationA system for automatically colorizing black and white images with user interactions.2,701
soypat/godesimAn ODE solver library that provides a simple API for simulating complex systems with interactive modification of differential equations.23
osqp/osqpthA PyTorch module that wraps the OSQP solver for differentiable optimization problems59