Francisco Carrillo Pérez's starred repositories
HistoSSLscaling
Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., MedRxiv (2023). We publicly release Phikon 🚀
Histomorphological-Phenotype-Learning
Corresponding code of 'Quiros A.C.+, Coudray N.+, Yeaton A., Yang X., Chiriboga L., Karimkhan A., Narula N., Pass H., Moreira A.L., Le Quesne J.*, Tsirigos A.*, and Yuan K.* Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unlabeled, unannotated pathology slides. 2024'
gigagan-pytorch
Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANs
ml-engineering
Machine Learning Engineering Open Book
hugo-apero
Apéro is a Hugo theme for personal websites. A Hugo theme you'll want to hang out with :milky_way: . This is the source for the theme files to install.
llm_training_handbook
An open collection of methodologies to help with successful training of large language models.
lion-pytorch
🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
pytorch-fid
Compute FID scores with PyTorch.
DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
webdataset
A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
lazypredict
Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning
torch-fidelity
High-fidelity performance metrics for generative models in PyTorch
latexify_py
A library to generate LaTeX expression from Python code.