nikhilkurian Goto Github PK

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

attentiondeepmil

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

augmentation-pytorch-transforms

Image data augmentation on-the-fly by add new class on transforms in PyTorch and torchvision.

awesome-learning-with-label-noise

A curated list of resources for Learning with Noisy Labels

chexploration

Official repository for 'Algorithmic encoding of protected characteristics in chest X-ray disease detection models'

clam

Data Efficient & Weakly Supervised Computational Pathology on Whole Slide Images

cs496-project

Repository containing code, papers, and report for CS496 (BTP-2).

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

deeplearningexamples

Deep Learning Examples

deepslide

Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.

energy_ood

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

machine-learning-collection

PyTorch Tutorials, TensorFlow Tutorials and Machine Learning Algorithms

minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

mixmatch-pytorch

Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"

monusac

This repository contains my implementations of the algorithms which MoNuSAC participants could use for data preparation to train their models at ISBI 2020.

neural-network-architecture-diagrams

Diagrams for visualizing neural network architecture (Created with diagrams.net)

nikhilkurian

Config files for my GitHub profile.

nikhilkurian.github.io

Repository for the website

python-wsi-preprocessing

Python Whole Slide Image Preprocessing

pytorch-consistency-regularization

PyTorch implementation of consistency regularization methods for semi-supervised learning

resume

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

self-supervised-histopathology

Pretrained model for self supervised histopathology

siamese

swati210994.github.io

Repository:

tutorials

MONAI Tutorials

vim-lsp-settings

Auto configurations for Language Server for vim-lsp

vision

Datasets, Transforms and Models specific to Computer Vision