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blog

Data Science / Machine Learning / Deep Learning blog.

brain-synthesis-lesion-segmentation

Code for the paper "Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks" and NVIDIA DLI workshop on GAN for Medical Imaging

brats17

Brain tumor segmentation for MICCAI 2017 BraTS challenge

cellular_automata_identification

citre

Results of work during modeling week in Sevilla.

combo-quality-control

digitalmemoryandlearning

fastai-v3

Starter app for fastai v3 model deployment on Render

fsdl_2022_land_cover_classification_unet

This repository contains code for implementing multi class semantic segmentation (specifically applied to satellite image classification) with PyTorch implementation of UNet.

hello_nbdev_2022

Learning nbdev in 2022!

hierarchical_systems_decision_making

ijc-histology-wandb

Code for the demo of W&B framework on the example of the histological images classification task.

laplace_posteriors_in_cs

latexprojects

leetcode

Deliberate practice in programming and algorithms.

llm.c

LLM training in simple, raw C/CUDA

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

mathematical_oncology_course

Submissions for mathematical oncology course provided by MoLAB (UCLM).

mol-reprs-benchmark

molab

Deep Learning applications at Mathematical oncology laboratory.

pde

Simple numerical calculator for second order quasilinear partial differential equations

pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

random

retina_oct_classifier

talks

Talks delivered by me

tumorcellularautomata

Biologically based mathematical model of glioblastoma development over time.

wandb-cicd

Exploring GitHub Actions and wandb integration.