Francisco Carrillo Pérez's starred repositories
conformal-predictions-from-scratch
Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.
Academic-project-page-template
A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/
GWA_tutorial
A comprehensive tutorial about GWAS and PRS
cycle-diffusion
[ICCV 2023] A latent space for stochastic diffusion models
mamba-minimal
Simple, minimal implementation of the Mamba SSM in one file of PyTorch.
diffinfinite
DiffInfinite Official Code
macOSpilot-ai-assistant
Voice + Vision powered AI assistant that answers questions about any application, in context and in audio.
big_vision
Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.
medical-ai-experiments
A repository to house some personal attempts to beat some state-of-the-art for medical datasets
consistencydecoder
Consistency Distilled Diff VAE
PiML-Toolbox
PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics
system-design-101
Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.
plip
Pathology Language and Image Pre-Training (PLIP) is the first vision and language foundation model for Pathology AI (Nature Medicine). PLIP is a large-scale pre-trained model that can be used to extract visual and language features from pathology images and text description. The model is a fine-tuned version of the original CLIP model.
ct-volume-preprocessing
End-to-end Python CT volume preprocessing pipeline to convert raw DICOMs into clean 3D numpy arrays for ML. From paper Draelos et al. "Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes."
DuneAI-Automated-detection-and-segmentation-of-non-small-cell-lung-cancer-computed-tomography-images
Repository supporting the original research paper in Nature Communications (Primakov et al. 2022)
torch-dist-utils
Utilities for PyTorch distributed
awesome-image-translation
A collection of awesome resources image-to-image translation.