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afno-transformer

Adaptive FNO transformer - official Pytorch implementation

cblue

中文医疗信息处理基准CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark

conv-tt-lstm

convlstm_pytorch

Implementation of Convolutional LSTM in PyTorch.

deepymod_torch

Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]

dnn_cws

利用深度学习实现中文分词

earthformer

Official implementation of Earthformer

evalai

:cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI

finn

The public repository about our joint FINN research project

fourcastnet

Initial public release of code, data, and model weights for FourCastNet

hivt

[CVPR 2022] HiVT: Hierarchical Vector Transformer for Multi-Agent Motion Prediction

implicit-stacked-autoregressive-model-for-video-prediction

IAM4VP

learn-to-estimate-fluid-motion

[ICML 2022] Learning to Estimate and Refine Fluid Motion with Physical Dynamics

neurips-2020-sevir

Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"

openstl

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

p2t

Code for "Trajectory Forecasts in Unknown Environments Conditioned on Grid-Based Plans" https://arxiv.org/abs/2001.00735

pde-net

PDE-Net: Learning PDEs from Data

pdebench

PDEBench: An Extensive Benchmark for Scientific Machine Learning

phydnet

Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"

pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

predrnn-pytorch

Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

time-series-library

A Library for Advanced Deep Time Series Models.

torchdiffeq

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

vectornet

Vectornet for trajectory prediction, implemented in PyTorch/Torch_geometric (WIP)