nicolik Goto Github PK

coursework

Checklist of videos and exercises that you can follow if you want to get a good baseline for Data Structures and Algorithms.

datathongnb2020

Model from the Winning Team of GNB 2020 Datathon (mortality prediction models in ICU domain).

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

hippocampussegmentationmri

Hippocampus Segmentation from MRI using 3D Convolutional Neural Networks in PyTorch

joelnet

live coding deep learning library

jssubsetinterpreter

A subset interpreter for JavaScript implemented in C language with Flex and Bison

keras-vis

Neural network visualization toolkit for keras

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.

mescnn

MESCnn: MESC classification by neural network

msa-ga

Multiple Sequence Alignment - Genetic Algorithm

nnunet

pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics

pytorch-cpp

C++ Implementation of PyTorch Tutorial for Everyone

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-fid

Compute FID scores with PyTorch.

pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

segm_ident_vertebrae_cnn_kmeans_knn

Segmentation and Identification of Vertebrae in CT Scans using CNN, k-means Clustering and k-NN

simclr

simplecnnclassifier

A simple CNN classifier example for PyTorch beginners.

style-based-gan-pytorch

Implementation A Style-Based Generator Architecture for Generative Adversarial Networks in PyTorch

stylegan3

Official PyTorch implementation of StyleGAN3

surviae

SurvIAE: Survival prediction with Interpretable Autoencoders

tcgabiolinks

TCGAbiolinks

webrtc-experiment

WebRTC, WebRTC and WebRTC. Everything here is all about WebRTC!!