GFNOrg / multi-objective-gfn
Code for "Multi-Objective GFlowNets"
☆13Updated last year
Alternatives and similar repositories for multi-objective-gfn:
Users that are interested in multi-objective-gfn are comparing it to the libraries listed below
- This repository is the official implementation of Bidirectional Learning for Offline Infinite-width Model-based Optimization (NeurIPS 202…☆15Updated 2 years ago
- QGFN: Controllable Greediness with Action Values - Code☆10Updated 10 months ago
- ☆27Updated 2 years ago
- Benchmark for Biophysical Sequence Optimization Algorithms☆15Updated 5 months ago
- 📰 Must-Read Papers on Offline Model-Based Optimization 🔥☆20Updated last week
- Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)☆68Updated 10 months ago
- ☆16Updated last year
- Python implementation for Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces.☆13Updated 3 years ago
- Official implementation of NeurIPS'23 paper "Sample-efficient Multi-objective Molecular Optimization with GFlowNets"☆14Updated last year
- Code for our paper "Unlocking Guidance for Discrete State-Space Diffusion and Flow Models"☆14Updated 5 months ago
- ☆15Updated last year
- ☆24Updated last year
- Benchmarks for Model-Based Optimization☆91Updated 11 months ago
- Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)☆17Updated last month
- Baselines for Model-Based Optimization☆52Updated 3 years ago
- Code for "Biological Sequence Design with GFlowNets", 2022☆73Updated 2 years ago
- Official repository for the paper "Improving black-box optimization in VAE latent space using decoder uncertainty" (Pascal Notin, José Mi…☆31Updated last year
- ☆43Updated 2 years ago
- This repository contains PyTorch implementation of the following paper: "Order Matters: Probabilistic Modeling of Node Sequence for Graph…☆27Updated 2 years ago
- Bayesian Optimisation for String Spaces☆24Updated 3 years ago
- Learning energy decompositions for partial inference in GFlowNets☆15Updated 9 months ago
- ☆11Updated 2 years ago
- Official code repository for the paper Drug Discovery with Dynamic Goal-aware Fragments (ICML 2024)☆12Updated 6 months ago
- Code for paper "Compositional Sculpting of Iterative Generative Processes"☆20Updated last year
- A collection of deep reinforcement learning-based & GFlowNet drug molecule generators focused on generation of molecules using Graphs/SEL…☆11Updated 2 years ago
- Baselines for Model-Based Optimization installation fixes and compatible with newer AMPERE+ GPUs (e.g. 3090)☆11Updated last year
- ☆31Updated 9 months ago
- PyTorch code accompanying the paper "Self-Improved Retrosynthetic Planning" (ICML 2021).☆22Updated 3 years ago
- ☆34Updated 3 years ago
- [NeurIPS 2019] LOIS: Learning to Optimize In Swarms, guided by posterior estimation☆18Updated 3 years ago