LSY-Cython

LSY-Cython's Stars

• computational-imaging/GraphPDE

  Language:Jupyter Notebook4917

• camlab-ethz/ConvolutionalNeuralOperator

  This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs

  Language:Python15818

• lululxvi/deepxde

  A library for scientific machine learning and physics-informed learning

  Language:Python3k798

• hphong1990/PARCv2

  Physics-aware recurrent convolutional neural network for spatiotemporal dynamics modeling

  Language:Jupyter Notebook2

• thuml/Time-Series-Library

  A Library for Advanced Deep Time Series Models.

  Language:Python8.3k1.3k

• MPh-py/MPh

  Pythonic scripting interface for Comsol Multiphysics

  Language:Python30577

• thuml/HelmFluid

  About code release of "HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction", ICML 2024. https://arxiv.org/pdf/2310.10565

  Language:Python171

• suan-chang/rain-UniCastX

  Language:Jupyter Notebook92

• BaratiLab/OFormer

  Language:Python7111

• thu-ml/DPOT

  Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"

  Language:Python443

• neuraloperator/CoDA-NO

  Codomain attention neural operator for single to multi-physics PDE adaptation.

  Language:Python4710

• for-ai/parameter-efficient-moe

  Language:Python25316

• brandstetter-johannes/MP-Neural-PDE-Solvers

  Repo to the paper "Message Passing Neural PDE Solvers"

  Language:Python13124

• BaratiLab/FactFormer

  Official implementation of Scalable Transformer for PDE surrogate modelling

  Language:Python392

• huggingface/peft

  🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

  Language:Python17.8k1.8k

• PolymathicAI/the_well

  A 15TB Collection of Physics Simulation Datasets

  Language:Jupyter Notebook77858

• nec-research/CAPE-ML4Sci

  Language:Python122

• camlab-ethz/poseidon

  Code for the paper "Poseidon: Efficient Foundation Models for PDEs"

  Language:Python13820

• delta-lab-ai/data_efficient_nopt

  Language:Python8

• PolymathicAI/multiple_physics_pretraining

  Code for paper "Multiple Physics Pretraining for Physical Surrogate Models

  Language:Python15024

• huggingface/transformers

  🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

  Language:Python142k28.3k

• kwuking/TimeMixer

  [ICLR 2024] Official implementation of "TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting"

  Language:Python1.4k166

• thuml/OpenLTM

  Open Implementations of Large Time-Series Models

  Language:Python23311

• WooJin-Cho/Parameterized-Physics-informed-Neural-Networks

  Language:Python262

• SalesforceAIResearch/gift-eval

  Language:Jupyter Notebook8221

• LFhase/FeAT

  [NeurIPS 2023] Understanding and Improving Feature Learning for Out-of-Distribution Generalization

  Language:Python281

• DAMO-DI-ML/NeurIPS2023-One-Fits-All

  The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"

  Language:Python53377

• amazon-science/chronos-forecasting

  Chronos: Pretrained Models for Probabilistic Time Series Forecasting

  Language:Python3.1k340

• deepseek-ai/DeepSeek-R1

  87k11.2k

• thuml/TimeXer

  Official implementation for "TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables" (NeurIPS 2024)

  Language:Python20624