Can LLMs beat classical HPO? A benchmark comparing classical, LLM-based, and hybrid methods on Karpathy's autoresearch.
☆58Jul 10, 2026Updated last month
Alternatives and similar repositories for autoresearch-automl
Users that are interested in autoresearch-automl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".☆26May 24, 2026Updated 2 months ago
- A framework for QuickTune☆16Jan 9, 2025Updated last year
- Official implementation of NeurIPS'24 Spotlight paper "Monte Carlo Tree Search based Space Transfer for Black-box Optimization".☆13Nov 28, 2024Updated last year
- ☆19Mar 31, 2024Updated 2 years ago
- ☆54Feb 16, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆12Jul 6, 2022Updated 4 years ago
- Official Implementation of "Can Learned Optimization Make Reinforcement Learning Less Difficult"☆31Dec 15, 2025Updated 7 months ago
- Code with CliqueFlowmer model for Optimal Computational Materials Discovery☆17Apr 21, 2026Updated 3 months ago
- ☆33Jul 10, 2023Updated 3 years ago
- RL models to play Sokoban. The fastest recipe wins.☆31Jul 25, 2026Updated 2 weeks ago
- 📰 [TMLR 2026 Survey Certification] Must-Read Papers on Offline Model-Based Optimization 🔥☆30Jan 27, 2026Updated 6 months ago
- ☆10May 31, 2022Updated 4 years ago
- "R-squared for Bayesian regression models" by Gelman, Goodrich, Gabry, and Vehtari☆12Jun 24, 2020Updated 6 years ago
- [NeurIPS 2022] Supervising the Multi-Fidelity Race of Hyperparameter Configurations☆14Apr 25, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆13Jan 25, 2026Updated 6 months ago
- [TMLR 2025 & ICLR 2025 DeLTa] Official Implementation of Design Editing for Offline Model-based Optimization 🧬 🤖☆10Apr 17, 2025Updated last year
- Assigns Elo Ratings to Python Global Optimizers☆24Apr 3, 2024Updated 2 years ago
- ☆37Apr 12, 2026Updated 4 months ago
- Imshow - Flexible and Customizable Image Display with Python☆14Dec 27, 2025Updated 7 months ago
- ☆13Feb 14, 2022Updated 4 years ago
- RecZilla: Metalearning for algorithm selection on Recommender Systems☆25Oct 21, 2023Updated 2 years ago
- ☆16Apr 21, 2025Updated last year
- Finding Game of Life states that lead to pictures.☆18May 2, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Linux-only Pytest plugin to control durations of various test case execution phases☆12Dec 30, 2019Updated 6 years ago
- Implementation of the Functional Neural Process models☆42Jul 17, 2020Updated 6 years ago
- ☆19Dec 23, 2024Updated last year
- ❤️ 4 ∀☆45Jun 27, 2026Updated last month
- Helper scripts for understanding Gödel's Incompleteness Theorem☆14Feb 24, 2022Updated 4 years ago
- [ICLR 2026] HiFo-Prompt: Prompting with Hindsight and Foresight for LLM-based Automatic Heuristic Design☆16Feb 7, 2026Updated 6 months ago
- A github action to setup a small SLURM cluster for testing purposes.☆14Jul 20, 2025Updated last year
- ☆55Updated this week
- Amortized Probabilistic Conditioning for Optimization, Simulation and Inference (Chang et al., AISTATS 2025)☆23Aug 6, 2026Updated last week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Joint entropy search☆22Dec 7, 2022Updated 3 years ago
- ☆15Dec 28, 2022Updated 3 years ago
- Finite difference tools in JAX☆23Feb 4, 2024Updated 2 years ago
- Official implementation of paper "BBOPlace-Bench: Benchmarking Black-Box Optimization for Chip Placement".☆33Apr 18, 2026Updated 3 months ago
- A collection of utilities for machine learning experiments.☆11Jan 8, 2026Updated 7 months ago
- ☆14Mar 20, 2026Updated 4 months ago
- Library for causal and probabilistic inference in Julia☆12Feb 4, 2025Updated last year