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annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

archisteamfarm

C# application with primary purpose of idling Steam cards from multiple accounts simultaneously.

blood_estimates

brainweb

BrainWeb: Multimodal models of 20 normal brains

christanmod.github.io

covid-19-cases-prediction-regression-

dbdicom

Read and write to DICOM database

deeppetmodified

PET reconstruction with deep learning

falcon

FALCON is a Python-based software application designed to facilitate PET motion correction, both for head and total-body scans. Our program is built around the fast 'greedy' registration toolkit, which serves as the registration engine. With FALCON, users can enjoy a streamlined experience for implementing motion correction.

gate-stir-singularity

Setup for compiling GATE+STIR+dependencies in a Singularity container.

gatetools

Python tools and functions for Gate

iterativecnn

Implementation code for "Iterative PET Image Reconstruction Using Convolutional Neural Network Representation"

langevin-monte-carlo

A simple pytorch implementation of Langevin Monte Carlo algorithms.

lbfgsb-gpu

An open source library for the GPU-implementation of L-BFGS-B algorithm

my-genetic-algorithms

使用遗传算法解决一些问题

niftypad

niftyreg

This project contains command line tools to perform rigid, affine and non-linear registration of nifti or analyse images as well as utilities

petabc

Bayesian Analysis for Kinetic Models

petlink

Python parser for petlink listmode files

psaudo-quantum-deblur

reverse blur function for image by simulated annealing

score-based-generative-models-for-pet-image-reconstruction

Official code for Score-Based Generative Models for PET Image Reconstruction (MELBA, under-review)

sim-ann-im-recons

Simulated Annealing - Image reconstruction

simulated-annealing-denoising

Binary image denoising using MRF, Ising model, and simulated annealing.

stir

Software for Tomographic Image Reconstruction

stochastic-filter

Image noise reduction using Simulated Annealing and Ising's Model.

weak_class_source_separation

This repository contains supplementary material for the paper: "Audio Source Separation Using Variational Autoencoders and Weak Class Supervision"

xcat-sims