Roger Trullo's repositories
pytorch_convlstm
convolutional lstm implementation in pytorch
Receptive-Field-in-Pytorch
Numerical Computation of Receptive Field in Pytorch
Bayesian-Methods-for-Machine-Learning
Bayesian Methods for Machine Learning
Gated-PixelCNN-Pytorch
Gated PixelCNN implementation in pytorch
VQVAE_Pytorch
implementation of VQVAE in pytorch
incubator_proposal
medical image segmentation of CT scans
AnomalyDetectionTransformations
A simple and effective method for single-class classification of images
DeblurGANv2
[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang
geodesic_distance
geodesic distance transform of 2d/3d images
medicaldetectiontoolkit
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
monty_hall_simulation
monty hall problem simulation in python
nerf-pytorch
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
nerf_pl
NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning
openseadragon-curtain-sync
Add curtain and sync modes to OpenSeadragon.
PathFlow-MixMatch
Don't mix, match! Simple utilities for improved registration of Histopathology Whole Slide Images.
pytorch-CortexNet
PyTorch implementation of the CortexNet predictive model
pytorch-vae
A minimal pytorch implementation of VAE, IWAE, MIWAE
ray
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
RISE
RISE: "Live" Reveal.js Jupyter/IPython Slideshow Extension
tiatoolbox
Computational Pathology Toolbox developed by TIA Centre, University of Warwick.
tissuenet-cervical-biopsies
Winners of the TissueNet: Detect Lesions in Cervical Biopsies competition
viv
Library for multiscale visualization of high-resolution multiplexed bioimaging data on the web. Directly renders Zarr and OME-TIFF.