Fabrizio Lo Scudo's starred repositories
omics-guided-gfn
Using gflownets to guide molecule search with multi-omic proxy models
lapeft-bayesopt
Discrete Bayesian optimization with LLMs, PEFT finetuning methods, and the Laplace approximation.
GFlowNet-EM
Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.
Awesome-GFlowNets
A curated list of resources about generative flow networks (GFlowNets).
guacamol_baselines
Baselines models for GuacaMol benchmarks
learning-with-assemblies
Code supporting the paper "Weakly Supervised Learning with Assemblies of Neurons", by Dabagia, Papadimitriou, and Vempala [2021].
constrained-lolbo
lolbo with added constraints using SCBO
TextDescriptives
A Python library for calculating a large variety of metrics from text
chemical_vae
Code for 10.1021/acscentsci.7b00572, now running on Keras 2.0 and Tensorflow
plms-graph2text
Investigating Pretrained Language Models for Graph-to-Text Generation