Roger Trullo's repositories

pytorch_convlstm

convolutional lstm implementation in pytorch

Receptive-Field-in-Pytorch

Numerical Computation of Receptive Field in Pytorch

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Bayesian-Methods-for-Machine-Learning

Bayesian Methods for Machine Learning

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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Gated-PixelCNN-Pytorch

Gated PixelCNN implementation in pytorch

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incubator_proposal

medical image segmentation of CT scans

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VQVAE_Pytorch

implementation of VQVAE in pytorch

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AnomalyDetectionTransformations

A simple and effective method for single-class classification of images

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DeblurGANv2

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

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geodesic_distance

geodesic distance transform of 2d/3d images

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Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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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.

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minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

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mlai2015

Machine learning and adaptive intelligence module for 2015.

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monty_hall_simulation

monty hall problem simulation in python

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NCRF

Cancer metastasis detection with neural conditional random field (NCRF)

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nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

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nerf_pl

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

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openseadragon-curtain-sync

Add curtain and sync modes to OpenSeadragon.

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PathFlow-MixMatch

Don't mix, match! Simple utilities for improved registration of Histopathology Whole Slide Images.

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pix2pixHD

Synthesizing and manipulating 2048x1024 images with conditional GANs

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pytorch-CortexNet

PyTorch implementation of the CortexNet predictive model

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pytorch-vae

A minimal pytorch implementation of VAE, IWAE, MIWAE

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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.

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reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

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RISE

RISE: "Live" Reveal.js Jupyter/IPython Slideshow Extension

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self-driving-car-nd

Udacity's Self-Driving Car Nanodegree project files and notes.

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tissuenet-cervical-biopsies

Winners of the TissueNet: Detect Lesions in Cervical Biopsies competition

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viv

Library for multiscale visualization of high-resolution multiplexed bioimaging data on the web. Directly renders Zarr and OME-TIFF.

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