GFNOrg / multi-objective-gfnLinks
Code for "Multi-Objective GFlowNets"
☆17Updated 2 years ago
Alternatives and similar repositories for multi-objective-gfn
Users that are interested in multi-objective-gfn are comparing it to the libraries listed below
Sorting:
- ☆32Updated 3 years ago
- This repository is the official implementation of Bidirectional Learning for Offline Infinite-width Model-based Optimization (NeurIPS 202…☆14Updated 2 years ago
- Official repository for the paper "Improving black-box optimization in VAE latent space using decoder uncertainty" (Pascal Notin, José Mi…☆30Updated 2 years ago
- Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)☆72Updated last year
- Code for "Biological Sequence Design with GFlowNets", 2022☆75Updated 2 years ago
- Code for our paper "Unlocking Guidance for Discrete State-Space Diffusion and Flow Models"☆31Updated 7 months ago
- ☆59Updated 4 years ago
- ☆19Updated 2 years ago
- Learning energy decompositions for partial inference in GFlowNets☆16Updated last year
- Official implementation of NeurIPS'23 paper "Sample-efficient Multi-objective Molecular Optimization with GFlowNets"☆19Updated last year
- PyTorch code accompanying the paper "Self-Improved Retrosynthetic Planning" (ICML 2021).☆21Updated 4 years ago
- Benchmark for Biophysical Sequence Optimization Algorithms☆20Updated 6 months ago
- (differentiable) gradient-based optimization on a chemical graph for de novo molecule design/optimization (ICLR 2022)☆31Updated 2 years ago
- ☆37Updated last year
- Official code repository for the paper Exploring Chemical Space with Score-based Out-of-distribution Generation (ICML 2023)☆41Updated last year
- This repository contains PyTorch implementation of the following paper: "Order Matters: Probabilistic Modeling of Node Sequence for Graph…☆29Updated 6 months ago
- ☆18Updated last year
- Python implementation for Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces.☆13Updated 4 years ago
- Structure-based Drug Design; Reinforcement Learning and Genetic Algorithm☆76Updated 2 years ago
- ☆44Updated 3 years ago
- ☆14Updated 2 years ago
- ☆11Updated 5 years ago
- Random walk unit with memory☆23Updated last year
- QGFN: Controllable Greediness with Action Values - Code☆11Updated last year
- ☆34Updated 9 months ago
- ☆23Updated last year
- Repository for code and models for the paper "Extrapolative Controlled Sequence Generation via Iterative Refinement"☆16Updated last year
- Efficient Learning of Non-Autoregressive Graph Variational Autoencoders for Molecular Graph Generation☆41Updated 5 years ago
- Bayesian Optimisation for String Spaces☆24Updated 4 years ago
- Code for the paper "Molecule Design by Latent Space Energy-based Modeling and Gradual Distribution Shifting" in UAI 2023☆15Updated 2 years ago