wiseodd / lapeft-bayesoptLinks
Discrete Bayesian optimization with LLMs, PEFT finetuning methods, and the Laplace approximation.
☆21Updated last year
Alternatives and similar repositories for lapeft-bayesopt
Users that are interested in lapeft-bayesopt are comparing it to the libraries listed below
Sorting:
- Bare-bones implementations of some generative models in Jax: diffusion, normalizing flows, consistency models, flow matching, (beta)-VAEs…☆141Updated 2 years ago
- Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)☆72Updated last year
- Official code repository of paper Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency.☆19Updated 11 months ago
- Generative Flow Networks - GFlowNet☆305Updated last week
- Lagrangian formulation of Doob's h-transform allowing for efficient rare event sampling☆54Updated 9 months ago
- Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.☆66Updated last year
- A short and easy PyTorch implementation of E(n) Equivariant Graph Neural Networks☆139Updated 4 years ago
- ☆33Updated 3 years ago
- GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Metho…☆86Updated 2 years ago
- Benchmarks for Model-Based Optimization☆96Updated last year
- Code for "Biological Sequence Design with GFlowNets", 2022☆77Updated 2 years ago
- Official release of code for "Oops I Took A Gradient: Scalable Sampling for Discrete Distributions"☆58Updated 2 years ago
- Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems [ICML'25]☆109Updated 3 months ago
- A modular, easy to extend GFlowNet library☆303Updated this week
- Python implementation for Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces.☆13Updated 4 years ago
- Official implementation of Fisher-Flow Matching (NeurIPS 2024).☆35Updated last year
- code for "Adjoint Sampling: Highly Scalable Diffusion Samplers via Adjoint Matching"☆128Updated 5 months ago
- ☆129Updated last year
- Code repository for Trajectory Flow Matching☆99Updated last year
- Stochastic Normalizing Flows☆78Updated 4 years ago
- GFlowNet library specialized for graph & molecular data☆280Updated 7 months ago
- DISCS: The code base for the Benchmark for Discrete Sampling☆64Updated last year
- Bayesian optimization with Standard Gaussian Processes on high dimensional benchmarks☆18Updated 6 months ago
- Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.☆67Updated 9 months ago
- ☆43Updated 6 months ago
- The Forward-Forward Algorithm for Drug Discovery☆34Updated 3 years ago
- Code used by the "Clifford Group Equivariant Neural Networks" paper.☆90Updated last year
- This repository contains the official code for Energy Transformer---an efficient Energy-based Transformer variant for graph classificatio…☆25Updated last year
- SE(3) Equivariant Augmented Coupling Flows. NeurIPS 2023.☆24Updated last year
- Implementation of Action Matching☆49Updated 2 years ago