Santiago Gómez's starred repositories
ema-pytorch
A simple way to keep track of an Exponential Moving Average (EMA) version of your pytorch model
gnome-shell-extension-alt-tab-scroll-workaround
Quick fix to the bug where scrolling in one application is repeated in another when switching between them using Alt+Tab (e.g., VS Code and Chrome)
small-data-projects
Repository of small data analysis and visualisation projects to try out libraries and create new types of visualisations. Mostly using Python.
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.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
AppImageLauncher
Helper application for Linux distributions serving as a kind of "entry point" for running and integrating AppImages
machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
RadImageNet
RadImageNet, a pre-trained convolutional neural networks trained solely from medical imaging to be used as the basis of transfer learning for medical imaging applications.
diffusion_models
All about the fundamentals and working of Diffusion Models
annotate-equations
LaTeX package and annotated examples for annotating equations using TikZ.
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
probing-vits
Probing the representations of Vision Transformers.
PRANet-Polyps-Segmentation
Implementation of research paper : "PraNet: Parallel Reverse Attention Network for Polyp Segmentation" in Tensorflow
celldetection
Scalable Instance Segmentation using PyTorch & PyTorch Lightning.
SegLossOdyssey
A collection of loss functions for medical image segmentation
tensorflow-image-models
TensorFlow port of PyTorch Image Models (timm) - image models with pretrained weights.