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Tianjia Yang's Projects

autoformer icon autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

ccnet icon ccnet

Improved object detector based on YOLOX (core)

icml2022-fedformer icon icml2022-fedformer

Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting

integrated-design-diffusion-model icon integrated-design-diffusion-model

IDDM (Industrial, landscape, animate...), support DDPM, DDIM, PLMS, webui and multi-GPU distributed training. Pytorch实现,生成模型,扩散模型,分布式训练

java-learning icon java-learning

Java相关知识总结,包括Java基础、MySQL、Springboot、mybatis、Redis、rabbitMQ等等,面试必备!

javabooklist icon javabooklist

Java 程序员常读书单整理,附下载地址。分享Java、包括设计模式、计算机网络、操作系统、数据库、数据结构与算法、大数据、架构、面试等,公众号:【码农出击】关注码农技术提升•职场突围•思维跃迁,10万+码农成长充电第一站,陪有梦想的你一起成长。

ltsf-linear icon ltsf-linear

This is the official implementation for AAAI-23 Oral paper "Are Transformers Effective for Time Series Forecasting?"

patchtst icon 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

pmdarima icon pmdarima

A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.

retnet icon retnet

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

springboot icon springboot

springboot 框架与其它组件结合如 jpa、mybatis、websocket、security、shiro、cache等

treelite icon treelite

Universal model exchange and serialization format for decision tree forests

tsfpaper icon tsfpaper

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

xxl-api icon xxl-api

A api management platform.(API管理平台XXL-API)

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