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 3 months ago
- [ICLR 2025] Official Implementation of ParetoFlow: Guided Flows in Multi-Objective Optimization🧬🧬🧬☆30Mar 3, 2025Updated last year
- Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".☆25Jun 11, 2025Updated 10 months ago
- Code for "Multi-Objective GFlowNets"☆19Jul 12, 2023Updated 2 years ago
- This repository implements Gibbs sampling with Graph-based Smoothing☆42May 29, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official Code for Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization (NIPS 2024)☆23Aug 15, 2024Updated last year
- Baselines for Model-Based Optimization installation fixes and compatible with newer AMPERE+ GPUs (e.g. 3090)☆11Apr 30, 2023Updated 3 years ago
- ☆12Nov 16, 2023Updated 2 years ago
- Benchmarks for Model-Based Optimization☆96Apr 21, 2024Updated 2 years ago
- Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)☆76May 19, 2024Updated last year
- ☆19Mar 31, 2024Updated 2 years ago
- PyTorch implementation for our paper "Proximal Exploration for Model-guided Protein Sequence Design"☆38Aug 7, 2023Updated 2 years ago
- [Neurips 2025] Official Implementation of ConfRover models☆24Feb 3, 2026Updated 2 months ago
- ☆33Oct 31, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- OmniSegger - from the Wiggins Lab at UW☆11Sep 10, 2025Updated 7 months ago
- ICLR 2025 paper: 3DMolFormer: A Dual-channel Framework for Structure-based Drug Discovery☆28Apr 25, 2025Updated last year
- [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
- A simple and easy to use implementation of the soft actor-critic algorithm.☆15Sep 2, 2022Updated 3 years ago
- Stack denoising autoencoder (SdA) code in "Deep learning based functional site-level and UTR-level human miRNA target prediction"☆11May 7, 2019Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆19May 11, 2023Updated 2 years ago
- [TMLR 2025 & ICLR 2025 DeLTa] Official Implementation of Design Editing for Offline Model-based Optimization 🧬 🤖☆10Apr 17, 2025Updated last year
- [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☆20Oct 1, 2025Updated 7 months ago
- EA-HAS-Bench: Energy-Aware Hyperparameter and Architecture Search Benchmark (ICLR Spotlight 2023)☆18Dec 8, 2024Updated last year
- ☆19Mar 15, 2017Updated 9 years ago
- Optimizing Hyperparameters with Conformal Quantile Regression☆11May 22, 2023Updated 2 years ago
- Python library for solving reinforcement learning (RL) problems using generative models.☆11Feb 18, 2025Updated last year
- Protein Design by Machine Learning guided Directed Evolution☆48Jan 1, 2026Updated 4 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆65Sep 14, 2023Updated 2 years ago
- ☆13Apr 18, 2022Updated 4 years ago
- Code for ICML 2023 paper "Reprogramming Pretrained Language Models for Antibody Sequence Infilling"☆24Sep 18, 2025Updated 7 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
- ☆12Mar 30, 2021Updated 5 years ago
- ☆15Jun 3, 2025Updated 10 months ago