Xin Zhou's repositories
Latte
Latte: Latent Diffusion Transformer for Video Generation.
Empowering-Time-Series-Analysis-with-LLM
Official website for "Empowering Time Series Analysis with Large Language Models: A Survey"
FinNLP
Democratizing Internet-scale financial data.
Time-LLM
[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"
NeurIPS2023-One-Fits-All
The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"
MetaTransformer
Meta-Transformer for Unified Multimodal Learning
Time-Series-Works-Conferences
Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)
gluonts
Probabilistic time series modeling in Python
PatchTST
An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730
Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
DeepTime
PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)
Crossformer
Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"
BasicTS
An Standard and Fair Time Series Forecasting Benchmark and Toolkit.
TARNet
Task-Aware Reconstruction for Time-Series Transformer
STEP
Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.
mvts_transformer
Multivariate Time Series Transformer, public version
LTNtorch
PyTorch implementation of Logic Tensor Networks, a Neural-Symbolic framework.
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
crispron
CRISPR Cas9 ontarget prediction software
basenji
Sequential regulatory activity predictions with deep convolutional neural networks.