[ICLR 2021] Few Shot Bayesian Optimization
☆22Oct 17, 2022Updated 3 years ago
Alternatives and similar repositories for FSBO
Users that are interested in FSBO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2023] Deep Ranking Ensembles for Hyperparameter Optimization☆15Mar 26, 2024Updated 2 years ago
- [KDD 2023] Deep Pipeline Embeddings for AutoML☆17Jul 1, 2025Updated 11 months ago
- [NeurIPS 2022] Supervising the Multi-Fidelity Race of Hyperparameter Configurations☆14Apr 25, 2023Updated 3 years ago
- [ICLR2024] Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How☆33Sep 7, 2025Updated 9 months ago
- Multi-modal meta-learning for time series regression☆27Jun 3, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- A framework for QuickTune☆16Jan 9, 2025Updated last year
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆89Feb 28, 2023Updated 3 years ago
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆42Apr 24, 2020Updated 6 years ago
- The first collection of surrogate benchmarks for Joint Architecture and Hyperparameter Search.☆15Mar 22, 2023Updated 3 years ago
- Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.☆80Jun 22, 2026Updated last week
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆46Sep 18, 2025Updated 9 months ago
- ☆13Aug 9, 2022Updated 3 years ago
- Pre-trained Gaussian processes for Bayesian optimization☆103Jan 9, 2026Updated 5 months ago
- PyTorch implementation of "Online Hyperparameter Optimization for Class-Incremental Learning" (AAAI 2023 Oral)☆17Jun 30, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- In-context Freeze-Thaw Bayesian Optimization☆19Feb 20, 2026Updated 4 months ago
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆21Jan 5, 2024Updated 2 years ago
- ☆32Jul 10, 2023Updated 2 years ago
- Design Patterns in Kotlin☆16Jul 9, 2016Updated 9 years ago
- Tensorflow implementation of SoftTriple Loss: Deep Metric Learning Without Triplet Sampling☆10Sep 26, 2019Updated 6 years ago
- Official repository for the paper "Zero-Shot AutoML with Pretrained Models"☆48Dec 29, 2023Updated 2 years ago
- Data and code related to the paper "Probabilistic matrix factorization for automated machine learning", NIPS, 2018.☆40Nov 26, 2021Updated 4 years ago
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆14Nov 5, 2021Updated 4 years ago
- Qini curves for multi-armed treatment rules☆16Feb 18, 2026Updated 4 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [CIKM 2022] Towards Automated Over-Sampling for Imbalanced Classification☆10Mar 20, 2023Updated 3 years ago
- Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.☆420Updated this week
- Companion code release to "Bayesian Optimization of Function Networks", published in NeurIPS 2021.☆12Jan 12, 2025Updated last year
- [NeurIPS 2025] Context-Aware Kernel Evolution (CAKE)☆29Oct 13, 2025Updated 8 months ago
- EA-HAS-Bench: Energy-Aware Hyperparameter and Architecture Search Benchmark (ICLR Spotlight 2023)☆18Dec 8, 2024Updated last year
- Sparse n-dimensional arrays in Python☆12Feb 10, 2010Updated 16 years ago
- [IJCAI'23] Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen …☆10Apr 24, 2026Updated 2 months ago
- A demonstration of the attention mechanism with some toy experiments and explanations. Fork of greentfrapp/attention-primer with Tensorfl…☆12Apr 8, 2019Updated 7 years ago
- [NeurIPS'21] RoMA: Robust Model Adaptation for Offline Model-based Optimization☆15Oct 28, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆13May 6, 2025Updated last year
- [CVPR 2024] Efficient Hyperparameter Optimization with Adaptive Fidelity Identification☆12Jul 12, 2024Updated last year
- Official PyTorch implementation of "DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models" (ICLR 2024)☆42Mar 20, 2024Updated 2 years ago
- Latex Template for AutoML-Conf☆19Feb 19, 2026Updated 4 months ago
- ☆11Jun 6, 2024Updated 2 years ago
- ☆12Aug 21, 2025Updated 10 months ago
- Fully Bayesian Inference in GPs - Gaussian and Generic Likelihoods☆22Sep 26, 2023Updated 2 years ago