NAS Benchmarks Collection
☆15Apr 11, 2023Updated 2 years ago
Alternatives and similar repositories for Neural_Architecture_Search_Benchmark_Collection
Users that are interested in Neural_Architecture_Search_Benchmark_Collection are comparing it to the libraries listed below
Sorting:
- This repository contains code for paper NPENAS.☆12Feb 13, 2022Updated 4 years ago
- Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation☆10May 20, 2021Updated 4 years ago
- Official Implementation of Robustifying and Boosting Training-Free Neural Architecture Search☆10Mar 12, 2024Updated last year
- This repository is the official implementation of the source code of the paper "B2Opt: Learning to Optimize Black-box Optimization with L…☆11Aug 16, 2024Updated last year
- ☆10Jan 28, 2024Updated 2 years ago
- ☆13Nov 6, 2021Updated 4 years ago
- ☆14Nov 2, 2022Updated 3 years ago
- [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark☆115Apr 18, 2023Updated 2 years ago
- A Framework for Comparing N Hyperparameter Optimizers on M Benchmarks.☆19Feb 22, 2026Updated last week
- ☆12Feb 26, 2020Updated 6 years ago
- Official repository for "Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars" (NeurIPS 2023)☆17Oct 26, 2023Updated 2 years ago
- DISCO: Influence Maximization Meets Graph Embedding and Deep Learning (a.k.a. PIANO)☆15Apr 1, 2022Updated 3 years ago
- HW-PR-NAS is a single surrogate model trained to Pareto rank the architectures based on Accuracy, Latency and energy consumption☆15Oct 15, 2022Updated 3 years ago
- ☆18Dec 6, 2021Updated 4 years ago
- [NeurIPS 2021 | AIJ 2024] Multi-Objective Meta Learning☆17Jul 31, 2024Updated last year
- Code for paper: Neural Architecture Search in Graph Neural Networks (BRACIS 2020)☆19Jul 6, 2023Updated 2 years ago
- Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.☆78Feb 24, 2026Updated last week
- ☆21Jan 13, 2022Updated 4 years ago
- ☆22Oct 30, 2024Updated last year
- TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size☆189Oct 6, 2022Updated 3 years ago
- Code for the papers: "Graph Representation Learning for Multi-Task Settings: a Meta-Learning Approach", "A Meta-Learning Approach for Gra…☆18Apr 26, 2022Updated 3 years ago
- Implementation of "Exponential Natural Evolution Strategies" (xNES) https://arxiv.org/abs/1106.4487☆20Dec 11, 2019Updated 6 years ago
- NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several …☆584Nov 11, 2024Updated last year
- Library for Deep Gaussian Processes based on GPflow☆18Mar 31, 2020Updated 5 years ago
- A highly modular PyTorch framework with a focus on Neural Architecture Search (NAS).☆23Dec 3, 2021Updated 4 years ago
- [ICLR '21] Interpretable Neural Architecture Search using Bayesian Optimisation with Weisfiler-Lehman Kernel (NAS-BOWL)☆23Dec 27, 2021Updated 4 years ago
- Implementation of "ToupleGDD: A Fine-Designed Solution of Influence Maximization by Deep Reinforcement Learning" (https://arxiv.org/abs/2…☆30Oct 17, 2022Updated 3 years ago
- A learning curve benchmark on OpenML data☆33Nov 29, 2024Updated last year
- Efficient Full Causal Graph Discovery Using Large Language Models☆48Feb 14, 2024Updated 2 years ago
- ☆46May 14, 2025Updated 9 months ago
- Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.☆29Aug 21, 2020Updated 5 years ago
- Open source reproduction in PyTorch of "Neural Predictor for Neural Architecture Search".☆39Sep 5, 2020Updated 5 years ago
- [ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search☆159Apr 15, 2022Updated 3 years ago
- Code for our ICLR'2021 paper "DrNAS: Dirichlet Neural Architecture Search"☆43Apr 12, 2021Updated 4 years ago
- [Pytorch Impl.] SBCFormer: Lightweight Network Capable of Full-size ImageNet Classification at 1 FPS on Single Board Computers -WACV2024…☆50Dec 4, 2024Updated last year
- Introducing diverse tasks for NAS☆51Dec 11, 2022Updated 3 years ago
- Inference code for "TabDPT: Scaling Tabular Foundation Models on Real Data"☆77Feb 5, 2026Updated 3 weeks ago
- Code for ViTAS_Vision Transformer Architecture Search☆51Jul 22, 2021Updated 4 years ago
- Official implementation of GMOEA.☆48Jul 2, 2020Updated 5 years ago