naszilla / bananas
Bayesian Optimization with Neural Architectures for Neural Architecture Search - https://arxiv.org/abs/1910.11858
☆26Updated 3 years ago
Related projects: ⓘ
- ☆91Updated 5 years ago
- [ICLR '21] Interpretable Neural Architecture Search using Bayesian Optimisation with Weisfiler-Lehman Kernel (NAS-BOWL)☆23Updated 2 years ago
- ☆74Updated 5 months ago
- ☆45Updated last month
- Local search for NAS☆19Updated 3 years ago
- ☆40Updated 11 months ago
- The first collection of surrogate benchmarks for Joint Architecture and Hyperparameter Search.☆15Updated last year
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆46Updated 5 years ago
- Encodings for neural architecture search☆30Updated 3 years ago
- Code repository for Ensemble Bayesian Optimization☆50Updated 5 years ago
- Code release to reproduce ASHA experiments from "Random Search and Reproducibility for NAS."☆20Updated 4 years ago
- ☆68Updated 3 years ago
- ☆25Updated 3 months ago
- "Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yu…☆26Updated last year
- Introducing diverse tasks for NAS☆47Updated last year
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆67Updated last year
- A learning curve benchmark on OpenML data☆29Updated 3 years ago
- ☆35Updated 3 years ago
- ☆23Updated last year
- ☆10Updated last month
- A PyTorch implementation of NASBench☆52Updated last year
- Bibtex for Sparsity in Deep Learning paper (https://arxiv.org/abs/2102.00554) - open for pull requests☆41Updated 2 years ago
- Benchmark functions for Bayesian optimization☆29Updated 6 months ago
- Code for Solving Black-Box Optimization Challenge via Learning Search Space Partition for Local Bayesian Optimization.☆21Updated 3 years ago
- Open source reproduction in PyTorch of "Neural Predictor for Neural Architecture Search".☆38Updated 4 years ago
- ☆22Updated 10 months ago
- Neural Ensemble Search for Uncertainty Estimation and Dataset Shift☆30Updated 5 months ago
- Zero-Cost Proxies for Lightweight NAS☆141Updated last year
- [NeurIPS 2021] “Stronger NAS with Weaker Predictors“, Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang W…☆27Updated last year
- gpbo☆25Updated 3 years ago