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Beyond's Projects

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🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

ai-scientist icon ai-scientist

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

ai_study_notes icon ai_study_notes

我的AI学习笔记。包括b站up主deep_thoughts的PyTorch课程笔记和相关代码;北邮深度学习与数字视频PPT代码。

chatgpt_academic icon chatgpt_academic

科研工作专用ChatGPT拓展,特别优化学术Paper润色体验,支持自定义快捷按钮,支持markdown表格显示,Tex公式双显示,代码显示功能完善,新增本地Python工程剖析功能/自我剖析功能

cikm_datasets icon cikm_datasets

[CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Graph Part)

cv-arxiv-daily icon cv-arxiv-daily

🎓Automatically Update CV Papers Daily using Github Actions (Update Every 12th hours)

daily_arxiv icon daily_arxiv

Using GitHub Action to collect paper list with publicly available source code in the daily arxiv

gnn icon gnn

复杂网络研究资源整理和基础知识学习

gnntraffic icon gnntraffic

This is the repository for the collection of Graph Neural Network for Traffic Forecasting.

kdd_24 icon kdd_24

This is the repository of the paper "ReCTSi: Resource-efficient Correlated Time Series Imputation via Decoupled Pattern Learning and Completeness-aware Attentions", encompassing the code, datasets, and supplemental material.

largest icon largest

The official repository of the paper LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023 DB Track)

long_pytorch icon long_pytorch

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

ml icon ml

此仓库将介绍Deep Learning 所需要的基础知识以及NLP方面的模型原理到项目实操 : )

mvts icon mvts

Multivariate Time Series Repository

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