ACM-ICPC Preparation Guide

The "Python Machine Learning (1st edition)" book code repository and info resource

Sorting Google Scholar search results based on the number of citations

A list for GNNs and related works.

A simple opencv demonstration of background removal / blurring

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

🤖 Places where you can learn robotics (and stuff like that) online 🤖

A work in progress towards a reinforcement learning library.

Human head pose estimation using Keras over TensorFlow.

Latex code for making neural networks diagrams

Kurtlab's code for BraTS 2023 submission

[MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis

Code for automated brain tumor segmentation from MRI scans using CNNs with attention mechanisms, deep supervision, and Swin-Transformers. Based on my Master's dissertation project at Brunel Univers…

Brain Tumor Segmentation done using U-Net Architecture.

Syntax highlighting for Google Docs

Transformer-based Spectral Graph Neural Networks

Segment Anything in Medical Images

🚗 Implementation of spatio-temporal graph convolutional network with PyTorch

Using graph network to solve PDEs

Controlled graph neural networks with denoising diffusion for anomaly detection, Expert Systems with Applications 2023

Project on discovering new effective pretraining methods for 3D medical image segmentation.

Graph Neural PDEs

GREAD: Graph Neural Reaction-Diffusion Networks, ICML 2023

Chechink the performance of different augmentation techniques on the BraTS 2020 data.

Gathering Resources for BRATS2023 Competition Preparation

A bunch of files where for each file on every line there is a URL for github that was returned when searching for the filename.

Implicit Graph Neural Networks

Pytorch implementation of SIREN - Implicit Neural Representations with Periodic Activation Function