TBhacker's repositories
ai-deadlines
:alarm_clock: AI conference deadline countdowns
Campus2024
2024届互联网校招信息汇总
PDFormer
[AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.
torchode
A parallel ODE solver for PyTorch
NeuralLaplace
Neural Laplace: Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.
DLinear
This is an official implementation for "Are Transformers Effective for Time Series Forecasting?"
TE-CDE
Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations
torch_base
Quickly bring up your PyTorch project(a skeleton)
windy-afternoon
Gitbook based Blog, Android, Linux, Deep Learning, Computer Vision
Raindrop
Graph Neural Networks for Irregular Time Series
diffrax
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable.
torchcde
Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.
ANCDE
Attentive Neural Controlled Differential Equations for Time-series Classification and Forecasting
STG-NCDE
"Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022
neural-flows-experiments
Experiments for Neural Flows paper
snopt
Second-Order Neural ODE Optimizer, NeurIPS 2021 spotlight
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)
torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
ASTGNN
This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/9346058.
mTAN
Code for "Multi-Time Attention Networks for Irregularly Sampled Time Series", ICLR 2021.
FasterNeuralDiffEq
Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)
neuralRDEs
Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)
NeuralCDE
Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)
gde
Neural Graph Differential Equations (Neural GDEs)