Diana's starred repositories
ACM-ICPC-Preparation
ACM-ICPC Preparation Guide
python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
sort-google-scholar
Sorting Google Scholar search results based on the number of citations
awesome-gnn
A list for GNNs and related works.
machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
robotics-coursework
🤖 Places where you can learn robotics (and stuff like that) online 🤖
RL-Library
A work in progress towards a reinforcement learning library.
headpose_final
Human head pose estimation using Keras over TensorFlow.
PlotNeuralNet
Latex code for making neural networks diagrams
brats2023_updated
Kurtlab's code for BraTS 2023 submission
ModelsGenesis
[MICCAI 2019] [MEDIA 2020] Models Genesis
brain-tumour-segmentation
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 University, it features 3 deep learning models, showcasing integration of advanced techniques in medical image analysis.
Brain-Tumor-Segmentation
Brain Tumor Segmentation done using U-Net Architecture.
code-blocks
Syntax highlighting for Google Docs
Specformer
Transformer-based Spectral Graph Neural Networks
STGCN-PyTorch
🚗 Implementation of spatio-temporal graph convolutional network with PyTorch
3D-medseg-pretraining
Project on discovering new effective pretraining methods for 3D medical image segmentation.
graph-neural-pde
Graph Neural PDEs
3D-augmentation-techniques
Chechink the performance of different augmentation techniques on the BraTS 2020 data.
github-repositories-data
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.
siren-pytorch
Pytorch implementation of SIREN - Implicit Neural Representations with Periodic Activation Function