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Chen Zhang's Projects

aml_project_fall19 icon aml_project_fall19

This repository was made for the final project requirements of course Advanced Machine Learning (CS5824), Fall 2019

autogpt icon autogpt

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

awesome-chatgpt-zh icon awesome-chatgpt-zh

ChatGPT 中文指南🔥,ChatGPT 中文调教指南,指令指南,应用开发指南,精选资源清单,更好的使用 chatGPT 让你的生产力 up up up! 🚀

biobridge icon biobridge

ICLR'24 | BioBridge: Bridging Biomedical Foundation Models via Knowledge Graph

chatgpt-web icon chatgpt-web

用 Express 和 Vue3 搭建的 ChatGPT 演示网页

clip icon clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

clocs icon clocs

PyTorch code for self-supervised pre-training of networks with CLOCS

cobra icon cobra

Cobra: Extending Mamba to Multi-modal Large Language Model for Efficient Inference

coca-pytorch icon coca-pytorch

Implementation of CoCa, Contrastive Captioners are Image-Text Foundation Models, in Pytorch

cost icon cost

PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)

deepseek-moe icon deepseek-moe

DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

dynmm icon dynmm

Code for the paper 'Dynamic Multimodal Fusion'

etdataset icon etdataset

The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.

eve icon eve

EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE

fastgpt icon fastgpt

FastGPT is a knowledge-based platform built on the LLM, offers out-of-the-box data processing and model invocation capabilities, allows for workflow orchestration through Flow visualization!

gcntimeseriesregression icon gcntimeseriesregression

Github page for: Graph Neural Networks for Multivariate Time Series Regression with Application to Seismic Data

gman icon gman

GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAAI-2020.

hands-on-deep-learning-with-pytorch icon hands-on-deep-learning-with-pytorch

本仓库提供了使用PyTorch进行深度学习的最佳实践,从深度学习环境搭建与张量基础入手,从0到1构建和训练神经网络,通过优化促进模型的收敛和更好的效果,同时着力于深度架构落地实践,最后通过一线CV(和NLP)企业级应用提升实战能力。项目以Jupyter Notebook为主,兼顾了理论基础和最佳实现,而不只是空洞的代码,适合小白入门;通过若干案例和大项目巩固实战和项目迁移能力;并提供多种优化手段助力论文和比赛提分。

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