automl / jahs_bench_201Links
The first collection of surrogate benchmarks for Joint Architecture and Hyperparameter Search.
☆15Updated 2 years ago
Alternatives and similar repositories for jahs_bench_201
Users that are interested in jahs_bench_201 are comparing it to the libraries listed below
Sorting:
- Encodings for neural architecture search☆29Updated 4 years ago
- ☆76Updated last year
- HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models☆20Updated 6 months ago
- Local search for NAS☆18Updated 4 years ago
- [ICLR '21] Interpretable Neural Architecture Search using Bayesian Optimisation with Weisfiler-Lehman Kernel (NAS-BOWL)☆24Updated 3 years ago
- ☆35Updated 3 years ago
- This repository contains the publishable code for CVPR 2021 paper TransNAS-Bench-101: Improving Transferrability and Generalizability of …☆23Updated 2 years ago
- ☆23Updated last year
- Code for the Population-Based Bandits Algorithm, presented at NeurIPS 2020.☆20Updated 4 years ago
- ☆19Updated 3 years ago
- Official repository for "Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars" (NeurIPS 2023)☆17Updated last year
- ☆13Updated 2 years ago
- ☆13Updated 3 years ago
- "Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yu…☆26Updated last year
- ☆28Updated last year
- Smooth Variational Graph Embeddings for Efficient Neural Architecture Search☆15Updated 2 years ago
- Introducing diverse tasks for NAS☆50Updated 2 years ago
- A learning curve benchmark on OpenML data☆30Updated 6 months ago
- [NeurIPS 2020] "Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?" by Shen Yan, Yu Zheng, Wei Ao, X…☆49Updated 4 years ago
- Code for our ICLR'2021 paper "DrNAS: Dirichlet Neural Architecture Search"☆44Updated 4 years ago
- ☆10Updated 10 months ago
- [ICML 2021 Oral] "CATE: Computation-aware Neural Architecture Encoding with Transformers" by Shen Yan, Kaiqiang Song, Fei Liu, Mi Zhang☆19Updated 3 years ago
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆28Updated last year
- ☆67Updated 4 years ago
- [NeurIPS 2022] Supervising the Multi-Fidelity Race of Hyperparameter Configurations☆13Updated 2 years ago
- ☆96Updated 5 years ago
- NAS + Cascades | Best Paper @ GECCO 2022☆16Updated last year
- [NeurIPS 2021] “Stronger NAS with Weaker Predictors“, Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang W…☆27Updated 2 years ago
- [NeurIPS DBT 2021] HPO-B☆32Updated last month
- Open source reproduction in PyTorch of "Neural Predictor for Neural Architecture Search".☆39Updated 4 years ago