hehaodele / circuit-gnn
[ICML 2019] Circuit-GNN: Graph Neural Networks for Distributed Circuit Design http://circuit-gnn.csail.mit.edu/
☆98Updated last year
Alternatives and similar repositories for circuit-gnn:
Users that are interested in circuit-gnn are comparing it to the libraries listed below
- Deep Reinforcement Learning of Analog Circuit Designs☆102Updated last year
- ☆15Updated 3 years ago
- ☆60Updated last year
- ☆16Updated 2 years ago
- The release for ICML 2023 paper☆43Updated 8 months ago
- Open Circuit Benchmark OCB and source code for CktGNN (https://openreview.net/forum?id=NE2911Kq1sp).☆51Updated last year
- Must-read papers on Graph Neural Networks (GNNs) for Integrated Circuits (ICs) design, security and reliability. This collection of paper…☆44Updated last year
- ☆41Updated this week
- Analog Placement Quality Prediction☆20Updated last year
- Official open source repository for "A Timing Engine Inspired Graph Neural Network Model for Pre-Routing Slack Prediction" (DAC 2022)☆66Updated 5 months ago
- GNN-RE datasets for circuit recognition☆41Updated last year
- ☆39Updated last year
- Implementations of DeepPlace, PRNet, HubRouter, PreRoutGNN and FlexPlanner.☆224Updated 2 months ago
- ☆52Updated 3 years ago
- Artificial Netlist Generator☆35Updated 11 months ago
- ☆12Updated 2 years ago
- DRiLLS: Deep Reinforcement Learning for Logic Synthesis Optimization (ASPDAC'20)☆109Updated last year
- MLCAD 2020: Reinforcement for logic optimization sequence exploration☆28Updated 4 years ago
- ☆19Updated 7 months ago
- code for the ICML2018 paper "Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design"☆27Updated 6 years ago
- REST, a reinforcement learning framework for constructing rectilinear Steiner Minimum tree (RSMT)☆54Updated 2 years ago
- LOSTIN: Logic Optimization via Spatio-Temporal Information with Hybrid Graph Models☆21Updated 2 years ago
- ☆263Updated 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…☆123Updated 4 months ago
- Awesome Artificial Intelligence for Electronic Design Automation Papers.☆163Updated last year
- ☆28Updated 3 years ago
- This GitHub repo is for the OpenROAD and CircuitOps Tutorial at ASP-DAC 2024☆34Updated last month
- ChiPBench:Benchmarking End-to-End Performance of AI-based Chip Placement Algorithms☆26Updated this week
- This is the code for our paper "Reinforcement Learning within Tree Search for Fast Macro Placement".☆17Updated 3 months ago