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ai-deadlines

:alarm_clock: AI conference deadline countdowns

ancde

Attentive Neural Controlled Differential Equations for Time-series Classification and Forecasting

astgnn

This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/9346058.

augmented-neural-odes

Pytorch implementation of Augmented Neural ODEs :sunflower:

campus2024

2024届互联网校招信息汇总

cegncde

corrstn

cvpr_dnri

Code accompanying "Dynamic Neural Relational Inference" from CVPR 2020

diffrax

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable.

dlinear

This is an official implementation for "Are Transformers Effective for Time Series Forecasting?"

fasterneuraldiffeq

Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)

gcn_pytorch

pytorch实现GCN代码的中文注释

gde

Neural Graph Differential Equations (Neural GDEs)

it_book

本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）

latent_ode

Code for "Latent ODEs for Irregularly-Sampled Time Series" paper

machine-learning-session

mtan

Code for "Multi-Time Attention Networks for Irregularly Sampled Time Series", ICLR 2021.

mtgnn

neural-flows-experiments

Experiments for Neural Flows paper

neural-ode

Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations

neural-spdes

neuralcde

Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)

neurallaplace

Neural Laplace: Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.

neuralrdes

Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)

notes

Personal Notes

pdformer

[AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.

permutation-entropy

precipitation-nowcasting

pytorch implemention of trajGRU.

raindrop

Graph Neural Networks for Irregular Time Series

snopt

Second-Order Neural ODE Optimizer, NeurIPS 2021 spotlight