Alaya-in-Matrix / pyMACELinks
Python implementation of the MACE Bayesian optimization algorithm, with GPy used as the backend GP library
☆20Updated 7 years ago
Alternatives and similar repositories for pyMACE
Users that are interested in pyMACE are comparing it to the libraries listed below
Sorting:
- code for the ICML2018 paper "Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design"☆27Updated 7 years ago
- Deep Reinforcement Learning of Analog Circuit Designs☆128Updated 2 years ago
- Open Circuit Benchmark OCB and source code for CktGNN (https://openreview.net/forum?id=NE2911Kq1sp).☆74Updated 2 years ago
- Python implementation of the Max-value Entropy Search for Multi-Objective Bayesian Optimization method☆27Updated 6 months ago
- ☆18Updated 4 years ago
- [ICML 2019] Circuit-GNN: Graph Neural Networks for Distributed Circuit Design http://circuit-gnn.csail.mit.edu/☆111Updated 2 years ago
- ☆17Updated 3 years ago
- REST, a reinforcement learning framework for constructing rectilinear Steiner Minimum tree (RSMT)☆59Updated 3 years ago
- Analog Placement Quality Prediction☆25Updated 2 years ago
- 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…☆181Updated 6 months ago
- ☆45Updated 2 years ago
- A Matlab Toolbox for Passive Macro Modeling☆13Updated last year
- A collection of papers in the area of photonic design automation☆80Updated last year
- A Neural Operator-based Integrated Photonic Device Simulation Framework, NeurOLight NeurIPS 2022☆49Updated 2 years ago
- Problems and Results of IWLS 2023 Programming Contest☆16Updated 8 months ago
- Implementations of DeepPlace, PRNet, HubRouter, PreRoutGNN, FlexPlanner and DSBRouter.☆288Updated last month
- The release for ICML 2023 paper☆51Updated last year
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆67Updated 3 years ago
- ☆47Updated last year
- Analog IC symmetry extraction benchmark of AncstrGNN☆10Updated last year
- ☆13Updated 4 months ago
- Official implementation of NeurIPS'23 paper "Macro Placement by Wire-Mask-Guided Black-Box Optimization"☆29Updated 7 months ago
- Code release of "DeepOHeat: Operator Learning-based Ultra-fast Thermal Simulation in 3D-IC Design", DAC 2023. https://arxiv.org/pdf/2302.…☆25Updated last year
- LLM-Enhanced Bayesian Optimization for Efficient Analog Constraint Generation☆29Updated last year
- Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization☆58Updated last week
- ☆219Updated last year
- Official open source repository for "A Timing Engine Inspired Graph Neural Network Model for Pre-Routing Slack Prediction" (DAC 2022)☆85Updated last year
- ☆71Updated 2 months ago
- ☆67Updated this week
- Awesome Artificial Intelligence for Electronic Design Automation Papers.☆190Updated 2 years ago