automl / jahs_bench_201
The first collection of surrogate benchmarks for Joint Architecture and Hyperparameter Search.
☆15Updated last year
Alternatives and similar repositories for jahs_bench_201:
Users that are interested in jahs_bench_201 are comparing it to the libraries listed below
- Encodings for neural architecture search☆29Updated 3 years ago
- ☆76Updated 10 months ago
- Local search for NAS☆18Updated 4 years ago
- HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models☆18Updated 2 months ago
- ☆35Updated 3 years ago
- Introducing diverse tasks for NAS☆48Updated 2 years ago
- [ICLR '21] Interpretable Neural Architecture Search using Bayesian Optimisation with Weisfiler-Lehman Kernel (NAS-BOWL)☆24Updated 3 years ago
- ☆23Updated last year
- "Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yu…☆26Updated last year
- Code for the Population-Based Bandits Algorithm, presented at NeurIPS 2020.☆20Updated 3 years ago
- [NeurIPS 2020] "Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?" by Shen Yan, Yu Zheng, Wei Ao, X…☆51Updated 4 years ago
- ☆19Updated 3 years ago
- Code for our ICLR'2021 paper "DrNAS: Dirichlet Neural Architecture Search"☆44Updated 3 years ago
- ☆10Updated 6 months ago
- Official repository for "Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars" (NeurIPS 2023)☆16Updated last year
- This repository contains the publishable code for CVPR 2021 paper TransNAS-Bench-101: Improving Transferrability and Generalizability of …☆22Updated last year
- ☆67Updated 4 years ago
- ☆95Updated 5 years ago
- A learning curve benchmark on OpenML data☆30Updated 2 months ago