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Chen Zhang's Projects

informer2020 icon informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

ip_derper icon ip_derper

build tailscale derper server without domain

itransformer icon itransformer

Unofficial implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant group

kmax-deeplab icon kmax-deeplab

a PyTorch re-implementation of ECCV 2022 paper based on Detectron2: k-means mask Transformer.

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

langgpt icon langgpt

LangGPT: Empowering everyone to become a prompt expert!🚀 Structured Prompt,Language of GPT, 结构化提示词,结构化Prompt

limoe icon limoe

Implementation of the "the first large-scale multimodal mixture of experts models." from the paper: "Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts"

llama icon llama

Inference code for LLaMA models

magnn icon magnn

Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding

mhccl icon mhccl

MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)

mimiciii icon mimiciii

train model with the data from mimic III

mixture-of-experts icon mixture-of-experts

PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538

mlla icon mlla

Official repository of MLLA

mmp icon mmp

Multimodal prototyping for cancer survival prediction - ICML 2024

moe-fusion icon moe-fusion

This is the offical repository for "Multi-modal Gated Mixture of Local-to-Global Experts for Dynamic Image Fusion" (ICCV 2023).

ncl icon ncl

Code of the paper "Neighborhood Contrastive Learning Applied to Online Patient Monitoring"

one-api icon one-api

OpenAI 接口管理 & 分发系统,支持 Azure、Anthropic Claude、Google PaLM 2 & Gemini、智谱 ChatGLM、百度文心一言、讯飞星火认知、阿里通义千问、360 智脑以及腾讯混元,可用于二次分发管理 key,仅单可执行文件,已打包好 Docker 镜像,一键部署,开箱即用. OpenAI key management & redistribution system, using a single API for all LLMs, and features an English UI.

oneformer icon oneformer

OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023

pathdino icon pathdino

PathDino - Rotation-Agnostic Image Representation Learning for Digital Pathology (CVPR 2024)

primekg icon primekg

Precision Medicine Knowledge Graph (PrimeKG)

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