Alternatives and similar repositories for MACE

Users that are interested in MACE are comparing it to the libraries listed below

• Alaya-in-Matrix / pyMACE
  Python implementation of the MACE Bayesian optimization algorithm, with GPy used as the backend GP library
  ☆18Updated 7 years ago
• ai4eda / awesome-AI4EDA
  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…
  ☆166Updated last month
• krzhu / abcRL
  MLCAD 2020: Reinforcement for logic optimization sequence exploration
  ☆28Updated 4 years ago
• hehaodele / circuit-gnn
  [ICML 2019] Circuit-GNN: Graph Neural Networks for Distributed Circuit Design http://circuit-gnn.csail.mit.edu/
  ☆112Updated 2 years ago
• scale-lab / DRiLLS
  DRiLLS: Deep Reinforcement Learning for Logic Synthesis Optimization (ASPDAC'20)
  ☆114Updated 2 years ago
• belakaria / MESMO
  Python implementation of the Max-value Entropy Search for Multi-Objective Bayesian Optimization method
  ☆27Updated last month
• cornell-zhang / heurigym
  Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization
  ☆35Updated last week
• TILOS-AI-Institute / MLCAD-2023-FPGA-Macro-Placement-Contest
  ☆31Updated last year
• cuhk-eda / REST
  REST, a reinforcement learning framework for constructing rectilinear Steiner Minimum tree (RSMT)
  ☆57Updated 3 years ago
• lydiawunan / LOSTIN
  LOSTIN: Logic Optimization via Spatio-Temporal Information with Hybrid Graph Models
  ☆23Updated 3 years ago
• UCLA-VAST / GNN-DSE
  DAC'22 paper: "Automated Accelerator Optimization Aided by Graph Neural Networks"
  ☆40Updated last year
• zehao-dong / CktGNN
  Open Circuit Benchmark OCB and source code for CktGNN (https://openreview.net/forum?id=NE2911Kq1sp).
  ☆63Updated last year
• TimingPredict / TimingPredict
  Official open source repository for "A Timing Engine Inspired Graph Neural Network Model for Pre-Routing Slack Prediction" (DAC 2022)
  ☆76Updated 11 months ago
• Thinklab-SJTU / awesome-ai4eda
  Awesome Artificial Intelligence for Electronic Design Automation Papers.
  ☆176Updated last year
• indrajeet95 / Device-Placement-Optimization-with-Reinforcement-Learning
  https://arxiv.org/abs/1706.04972
  ☆45Updated 6 years ago
• alanminko / iwls2023-ls-contest
  Problems and Results of IWLS 2023 Programming Contest
  ☆17Updated 4 months ago
• NVlabs / CircuitOps
  ☆88Updated last month
• ksettaluri6 / AutoCkt
  Deep Reinforcement Learning of Analog Circuit Designs
  ☆118Updated 2 years ago
• Yu-Maryland / Gamora
  Gamora: Graph Learning based Symbolic Reasoning for Large-Scale Boolean Networks (DAC'23)
  ☆49Updated 7 months ago
• parastuffs / metis_unicorn
  Implementation of hMETIS
  ☆12Updated 3 years ago
• TILOS-AI-Institute / HypergraphPartitioning
  Hypergraph Partitioning: benchmarks, evaluators, best known solutions and codes
  ☆70Updated 2 months ago
• JBlocklove / LLMs-for-EDA-Tutorial
  ☆52Updated 2 months ago
• Yu-Maryland / Differentiable_Scheduler_ICML24
  Differentiable Combinatorial Scheduling at Scale (ICML'24). Mingju Liu, Yingjie Li, Jiaqi Yin, Zhiru Zhang, Cunxi Yu.
  ☆21Updated 9 months ago
• Lanselott / R-HSD
  (DAC2019 / TCAD2020) Faster Region-based Hotspot Detection.
  ☆23Updated 2 years ago
• iwls2020-lsml-contest / iwls2020-lsml-contest
  ☆21Updated 2 years ago
• laiyao1 / ChiPFormer
  The release for ICML 2023 paper
  ☆48Updated last year
• krzhu / abc_py
  Simple Python interface for ABC
  ☆23Updated 2 years ago
• CODA-Team / AnalogGym
  ☆51Updated 2 months ago
• lydiawunan / HLS-Perf-Prediction-with-GNNs
  High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and Advancing
  ☆51Updated last year
• PKUterran / NetlistGNN
  ☆45Updated 2 years ago