Pinned Repositories
graph-portfolio-opt
bitcoin_temporal_gnn
A small project playing with the Stanford Bitcoin Dataset
DylanSand.github.io
ego-gnn
An implementation of a GNN model which takes advantage of ego-nets to acheive good performance.
higher_order_metrics
A preliminary tool for measuring some higher-order graph metrics in the context of graph neural networks.
SpaWNN
The code for running and experimenting with the SpaWNN framework.
tsl_omi
tsl: a PyTorch library for processing spatiotemporal data.
wsb-interactive
A tool for keeping a finger on the pulse of the WSB community.
Modified_MNIST_CNN
Given a dataset of 50,000 images containing MNIST digits (handwritten numerical digits from 0 - 9), where each image may contain multiple digits with different sizes and orientations, our goal was to design and validate a supervised classification model to find which number occupied the most space in each image. By utilizing widely used convolutional neural networks, we started from a basic network and slowly made it more and more complicated to get a final desirable score of 0.9310 on our validation set.
pytorch_geometric
Graph Neural Network Library for PyTorch
DylanSand's Repositories
DylanSand/bitcoin_temporal_gnn
A small project playing with the Stanford Bitcoin Dataset
DylanSand/DylanSand.github.io
DylanSand/ego-gnn
An implementation of a GNN model which takes advantage of ego-nets to acheive good performance.
DylanSand/higher_order_metrics
A preliminary tool for measuring some higher-order graph metrics in the context of graph neural networks.
DylanSand/SpaWNN
The code for running and experimenting with the SpaWNN framework.
DylanSand/tsl_omi
tsl: a PyTorch library for processing spatiotemporal data.
DylanSand/wsb-interactive
A tool for keeping a finger on the pulse of the WSB community.