This repository is the official implementation of Bidirectional Learning for Offline Infinite-width Model-based Optimization (NeurIPS 2022) (https://openreview.net/forum?id=_j8yVIyp27Q).
☆14Jan 19, 2023Updated 3 years ago
Alternatives and similar repositories for BDI
Users that are interested in BDI are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 📰 [TMLR 2026 Survey Certification] Must-Read Papers on Offline Model-Based Optimization 🔥☆29Jan 27, 2026Updated 2 months ago
- This repository is the official implementation of Generalized Data Weighting via Class-level Gradient Manipulation (NeurIPS 2021)(http://…☆22Oct 8, 2022Updated 3 years ago
- [ICLR 2025] Official Implementation of ParetoFlow: Guided Flows in Multi-Objective Optimization🧬🧬🧬☆29Mar 3, 2025Updated last year
- Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".☆24Jun 11, 2025Updated 10 months ago
- Code for "Multi-Objective GFlowNets"☆18Jul 12, 2023Updated 2 years ago
- 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.
- This repository implements Gibbs sampling with Graph-based Smoothing☆41May 29, 2024Updated last year
- Official Code for Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization (NIPS 2024)☆22Aug 15, 2024Updated last year
- Baselines for Model-Based Optimization installation fixes and compatible with newer AMPERE+ GPUs (e.g. 3090)☆11Apr 30, 2023Updated 2 years ago
- ☆12Nov 16, 2023Updated 2 years ago
- ☆32Jul 10, 2023Updated 2 years ago
- The first collection of surrogate benchmarks for Joint Architecture and Hyperparameter Search.☆15Mar 22, 2023Updated 3 years ago
- Benchmarks for Model-Based Optimization☆96Apr 21, 2024Updated last year
- Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)☆76May 19, 2024Updated last year
- Rank binders by structure modeling☆16Updated this week
- 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.
- ☆18Mar 31, 2024Updated 2 years ago
- PyTorch implementation for our paper "Proximal Exploration for Model-guided Protein Sequence Design"☆37Aug 7, 2023Updated 2 years ago
- ☆33Oct 31, 2022Updated 3 years ago
- ICLR 2025 paper: 3DMolFormer: A Dual-channel Framework for Structure-based Drug Discovery☆28Apr 25, 2025Updated 11 months ago
- [ICML 2023] Official code for "DevFormer: A Symmetric Transformer for Context-Aware Device Placement"☆21Dec 7, 2024Updated last year
- Drug Discovery under Covariate Shift with Domain-Informed Prior Distributions over Functions☆24Jul 13, 2023Updated 2 years ago
- a curated list of bayesian optimization tutorials, papers, softwares☆32Jun 5, 2021Updated 4 years ago
- Official repository for "Plug & Play Directed Evolution for Proteins with Gradient-Based Discrete MCMC"☆12Jul 18, 2023Updated 2 years ago
- Repository for code and models for the paper "Extrapolative Controlled Sequence Generation via Iterative Refinement"☆16Mar 5, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- ☆19May 11, 2023Updated 2 years ago
- [TMLR 2025 & ICLR 2025 DeLTa] Official Implementation of Design Editing for Offline Model-based Optimization 🧬 🤖☆10Apr 17, 2025Updated 11 months ago
- [ICLR 2023] "HotProtein: A Novel Framework for Protein Thermostability Prediction and Editing" by Tianlong Chen*, Chengyue Gong*, Daniel …☆32Mar 19, 2023Updated 3 years ago
- [NeurIPS 2025] PRING: Rethinking Protein-Protein Interaction Prediciton from Pairs to Graphs☆19Oct 1, 2025Updated 6 months ago
- EA-HAS-Bench: Energy-Aware Hyperparameter and Architecture Search Benchmark (ICLR Spotlight 2023)☆18Dec 8, 2024Updated last year
- PLM-interact: extending protein language models to predict protein-protein interactions.☆64Aug 29, 2025Updated 7 months ago
- ☆11Oct 25, 2021Updated 4 years ago
- Optimizing Hyperparameters with Conformal Quantile Regression☆10May 22, 2023Updated 2 years ago
- ☆25Mar 6, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Protein Design by Machine Learning guided Directed Evolution☆48Jan 1, 2026Updated 3 months ago
- ☆65Sep 14, 2023Updated 2 years ago
- ☆13Apr 18, 2022Updated 3 years ago
- Code for ICML 2023 paper "Reprogramming Pretrained Language Models for Antibody Sequence Infilling"☆24Sep 18, 2025Updated 6 months ago
- Code implementation of "Information Design in Multi-Agent Reinforcement Learning"☆15Aug 18, 2023Updated 2 years ago
- Baselines for Model-Based Optimization☆55Jan 23, 2022Updated 4 years ago
- ☆30Dec 23, 2025Updated 3 months ago