hehaodele / circuit-gnn
[ICML 2019] Circuit-GNN: Graph Neural Networks for Distributed Circuit Design http://circuit-gnn.csail.mit.edu/
☆97Updated last year
Alternatives and similar repositories for circuit-gnn:
Users that are interested in circuit-gnn are comparing it to the libraries listed below
- ☆15Updated 3 years ago
- ☆59Updated last year
- Deep Reinforcement Learning of Analog Circuit Designs☆101Updated last year
- Must-read papers on Graph Neural Networks (GNNs) for Integrated Circuits (ICs) design, security and reliability. This collection of paper…☆43Updated last year
- ☆39Updated last year
- Open Circuit Benchmark OCB and source code for CktGNN (https://openreview.net/forum?id=NE2911Kq1sp).☆49Updated last year
- ☆17Updated 2 years ago
- Official open source repository for "A Timing Engine Inspired Graph Neural Network Model for Pre-Routing Slack Prediction" (DAC 2022)☆66Updated 4 months ago
- MLCAD 2020: Reinforcement for logic optimization sequence exploration☆28Updated 4 years ago
- OpenABC-D is a large-scale labeled dataset generated by synthesizing open source hardware IPs. This dataset can be used for various graph…☆120Updated 3 months ago
- LOSTIN: Logic Optimization via Spatio-Temporal Information with Hybrid Graph Models☆21Updated 2 years ago
- A circuit-element level explainer to explain machine learning model's prediction on chip layouts.☆17Updated last year
- DRiLLS: Deep Reinforcement Learning for Logic Synthesis Optimization (ASPDAC'20)☆107Updated last year
- GNN-RE datasets for circuit recognition☆40Updated last year
- ☆12Updated 2 years ago
- REST, a reinforcement learning framework for constructing rectilinear Steiner Minimum tree (RSMT)☆54Updated 2 years ago
- ☆51Updated 3 years ago
- Analog Placement Quality Prediction☆20Updated last year
- ☆25Updated 3 weeks ago
- Artificial Netlist Generator☆35Updated 9 months ago
- ☆28Updated 3 years ago
- Simple Python interface for ABC☆24Updated last year
- Awesome Artificial Intelligence for Electronic Design Automation Papers.☆158Updated last year
- This repo awesome-AI4EDA contains the source for the webpage: https://ai4eda.github.io, which is a curated paper list of awesome AI for E…☆139Updated 6 months ago
- Implementations of DeepPlace, PRNet, HubRouter, PreRoutGNN and FlexPlanner.☆220Updated last month
- ☆29Updated last year
- ☆18Updated 6 months ago
- Layout Symmetry Annotation for Analog Circuits with GraphNeural Networks☆11Updated last year
- ChiPBench:Benchmarking End-to-End Performance of AI-based Chip Placement Algorithms☆24Updated last month
- The release for ICML 2023 paper☆42Updated 6 months ago