Francisco Carrillo Pérez (pacocp)

pacocp

Geek Repo

Company:Stanford University

Location:Granada

Home Page:pacocp.es

Twitter:@pacocp9

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Francisco Carrillo Pérez's starred repositories

SPATA2

A Toolbox for Spatial Transcriptomics Analysis

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wren

The simplest task management system with the most advanced features

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spatialvi

Pipeline for processing spatially-resolved gene counts with spatial coordinates and image data. Designed for 10x Genomics Visium transcriptomics.

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conformal-predictions-from-scratch

Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.

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Academic-project-page-template

A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/

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marimo

A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git.

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GWA_tutorial

A comprehensive tutorial about GWAS and PRS

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ml-aim

This repository provides the code and model checkpoints of the research paper: Scalable Pre-training of Large Autoregressive Image Models

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cv

Print-friendly, minimalist CV page

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cycle-diffusion

[ICCV 2023] A latent space for stochastic diffusion models

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mamba-minimal

Simple, minimal implementation of the Mamba SSM in one file of PyTorch.

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diffinfinite

DiffInfinite Official Code

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macOSpilot-ai-assistant

Voice + Vision powered AI assistant that answers questions about any application, in context and in audio.

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udlbook

Understanding Deep Learning - Simon J.D. Prince

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meditron

Meditron is a suite of open-source medical Large Language Models (LLMs).

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big_vision

Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.

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ImageBind

ImageBind One Embedding Space to Bind Them All

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OpenRLHF

An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & Mixtral)

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medical-ai-experiments

A repository to house some personal attempts to beat some state-of-the-art for medical datasets

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consistencydecoder

Consistency Distilled Diff VAE

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PiML-Toolbox

PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics

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system-design-101

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

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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.

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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."

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CellViT

CellViT: Vision Transformers for Precise Cell Segmentation and Classification

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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)

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quilt1m

[NeurIPS 2023 Oral] Quilt-1M: One Million Image-Text Pairs for Histopathology.

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torch-dist-utils

Utilities for PyTorch distributed

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awesome-image-translation

A collection of awesome resources image-to-image translation.

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ddib

Dual Diffusion Implicit Bridges for Image-to-Image Translation. ICLR 2023.

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