automl / LCBench
A learning curve benchmark on OpenML data
☆30Updated 3 months ago
Alternatives and similar repositories for LCBench:
Users that are interested in LCBench are comparing it to the libraries listed below
- ☆15Updated 5 months ago
- Surrogate benchmarks for HPO problems☆27Updated last month
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆26Updated last year
- Collection of hyperparameter optimization benchmark problems☆145Updated last week
- [KDD 2023] Deep Pipeline Embeddings for AutoML☆16Updated 4 months ago
- ☆76Updated 7 months ago
- The first collection of surrogate benchmarks for Joint Architecture and Hyperparameter Search.☆15Updated 2 years ago
- Code for the Population-Based Bandits Algorithm, presented at NeurIPS 2020.☆20Updated 3 years ago
- Launching and monitoring Slurm experiments in Python☆17Updated this week
- BOAH: Bayesian Optimization & Analysis of Hyperparameters☆67Updated 4 years ago
- Code accompanying https://arxiv.org/abs/1802.02219☆17Updated 2 years ago
- [ICLR 2021] Few Shot Bayesian Optimization☆19Updated 2 years ago
- Official repository for the paper "Zero-Shot AutoML with Pretrained Models"☆44Updated last year
- In-context Bayesian Optimization☆15Updated 2 months ago
- [NeurIPS DBT 2021] HPO-B☆29Updated 7 months ago
- ☆28Updated 9 months ago
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆81Updated 2 years ago
- [NeurIPS 2023] Multi-fidelity hyperparameter optimization with deep power laws that achieves state-of-the-art results across diverse benc…☆15Updated last year
- Optimizing Hyperparameters with Conformal Quantile Regression☆10Updated last year
- ☆13Updated 3 years ago
- An interactive framework to visualize and analyze your AutoML process in real-time.☆84Updated 2 weeks ago
- ☆95Updated 5 years ago
- [ICLR 2023] Deep Ranking Ensembles for Hyperparameter Optimization☆14Updated 11 months ago
- ☆50Updated 7 months ago
- Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.☆71Updated last week
- Bayesian neural network package☆144Updated 3 years ago
- Our maintained PFN repository. Come here to train SOTA PFNs.☆66Updated this week
- HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models☆18Updated 3 months ago
- ☆14Updated 2 years ago