wiseodd / lapeft-bayesopt
Discrete Bayesian optimization with LLMs, PEFT finetuning methods, and the Laplace approximation.
☆18Updated 8 months ago
Alternatives and similar repositories for lapeft-bayesopt:
Users that are interested in lapeft-bayesopt are comparing it to the libraries listed below
- Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)☆69Updated 11 months ago
- Code for the paper https://arxiv.org/abs/2402.04997☆77Updated last year
- Official code repository of paper Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency.☆17Updated 3 months ago
- Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.☆51Updated 2 weeks ago
- Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.☆57Updated last year
- Lagrangian formulation of Doob's h-transform allowing for efficient rare event sampling☆49Updated last month
- Official implementation of Fisher-Flow Matching (NeurIPS 2024).☆21Updated 6 months ago
- Bare-bones implementations of some generative models in Jax: diffusion, normalizing flows, consistency models, flow matching, (beta)-VAEs…☆128Updated last year
- Code for paper "Compositional Sculpting of Iterative Generative Processes"☆21Updated last year
- ☆28Updated 2 years ago
- A short and easy PyTorch implementation of E(n) Equivariant Graph Neural Networks☆131Updated 3 years ago
- Python implementation for Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces.☆13Updated 3 years ago
- Implementation of Action Matching for the Schrödinger equation☆24Updated last year
- SE(3) Equivariant Augmented Coupling Flows. NeurIPS 2023.☆24Updated last year
- Implementation of Action Matching☆41Updated last year
- Code for "Biological Sequence Design with GFlowNets", 2022☆73Updated 2 years ago
- Official repository for discrete Walk-Jump Sampling (dWJS)☆52Updated last year
- This Denoising Force Field (DFF) codebase provides a Pytorch framework for the method presented in Two for one: Diffusion models and forc…☆60Updated 11 months ago
- GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Metho…☆85Updated 2 years ago
- ☆28Updated 3 weeks ago
- Official Jax Implementation of MD4 Masked Diffusion Models☆77Updated last month
- Uncover meaningful structures of latent spaces learned by generative models with flows!☆41Updated 11 months ago
- ☆107Updated 11 months ago
- Benchmark for Biophysical Sequence Optimization Algorithms☆16Updated 3 weeks ago
- An implementation of ESM2 in Equinox+JAX☆25Updated 2 months ago
- ☆34Updated 2 months ago
- Mixed continous/categorical flow-matching model for de novo molecule generation.☆102Updated last month
- Official implementation of the NeurIPS 24 paper of statistical flow matching (SFM) for discrete generation.☆24Updated 5 months ago
- Laplace Redux -- Effortless Bayesian Deep Learning☆43Updated 2 years ago
- Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems☆45Updated last week