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abcrl

MLCAD 2020: Reinforcement for logic optimization sequence exploration

awesome-ml4ls

Awesome machine learning for logic synthesis

chatgpt-share

ChatGPT prompt/ChatGPT/ChatGPT中文使用指南/ChatGPT使用指南，整理各种场景下ChatGPT的使用指南，学习怎么使用它

cs-books

🔥🔥超过1000本的计算机经典书籍、个人笔记资料以及本人在各平台发表文章中所涉及的资源等。书籍资源包括C/C++、Java、Python、Go语言、数据结构与算法、操作系统、后端架构、计算机系统知识、数据库、计算机网络、设计模式、前端、汇编以及校招社招各种面经~

dagnn

A graph neural network tailored to directed acyclic graphs that outperforms conventional GNNs by leveraging the partial order as strong inductive bias besides other suitable architectural features.

deepgate

This is an official implementation for "DeepGate: Learning Neural Representations of Logic Gates".

deepgate2

dehnn

Github repository of the AIStats 2024 paper: DE-HNN: An effective neural model for Circuit Netlist representation

flowtune

informer2020

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

learning_research

本人的科研经验

lostin

LOSTIN: Logic Optimization via Spatio-Temporal Information with Hybrid Graph Models

mamba

ostep-translations

Various translations of OSTEP can be found here. Help the cause and contribute!

rf-gnn

Source code for "RF-GNN: Random Forest Boosted Graph Neural Network for Social Bot Detection"

sns

timingpredict

Official open source repository for "A Timing Engine Inspired Graph Neural Network Model for Pre-Routing Slack Prediction" (DAC 2022)

transgnn-torch

TransGNN, SIGIR 2024