Jorgvt

CycleGTA

Style transfer between GTA and CityScapes with a CycleGAN.

fxlayers

JaX/Flax implementation of functional layers.

PerceptualTests

This repository contains different tests to assess the perceptual behaviour of visual system models.

korch

Simple tools to provide a Keras-like interface to PyTorch.

anfis

Python implementation of an Adaptive neuro fuzzy inference system

attention

Learning about attention in the wilds.

battleships

A Python implementation of the classic game Battleships where both players compete to find the ships of one another in a battlefield.

Castellon2022

Research talk.

Diffusion

Learning about diffusion.

fancykeras

Fancy and useful Keras shortcuts.

flayers

Functional layers ready to be trained with backpropagation.

functionalfourier

Optimizing funcional filters in the Fourier domain using JaX.

gamestools

Set of tools I've been developing while implementing different games into Python. Most of the games have common features, so it felt natural to put all of them in the same place.

GaussianRegularization

Using gaussian convolutions as a regularization for Deep Learning models.

IntroTransformers

Introducción a los transformers.

iqadatasets

Utilities to easily load image quality datasets. It is intented for our own usage, but might be useful for anyone trying to work with this datasets.

JaxPlayground

The place to try out JaX things!

matatena

Python implementation of the minigame Knucklebones (Matatena in spanish) in the game Cult of the lamb. The idea is to provide it as a gym environment for reinforcement learning.

MultiDiffSeg

Using MultiDiffusion to generate images from segmentation masks.

nanoGPTImgx

Following Karpathy's nanoGPT but with JaX + Flax and applied to images instead of text.

perceptnet

perceptnetfastai

PercepNet project but using FastAI.

perceptual-quality

Perceptual quality metrics for TensorFlow

pixelcnn

following pixelcnn tutorial on jax+flax

PixelCNNx

PixelCNN implementation in JAX.

pokedata

Project about webscrapping Pokemon data from the internet and building and app to be able to quickly obtain information from the data to ease competitive team building.

sleepstagingidal

Repo containing our investigation into performing sleep stage detection with private data from the hospital.

StudyDGM

Going through the book "Deep Generative Modeling".

TinyExplore

A repository to explore tinygrad.

vision_transformers

Implementation of Vision Transformers.