Rachel Sidney Devianti's repositories
pan-sharpening
Pan sharpening algorithms run on Jupyter Notebook: Brovey, weighted Brovey, PCA, and simple mean.
quadratic-assignment-problem
Solving quadratic assignment problem using iterated local search, improved hybrid genetic algorithm, tabu search, and constraint solving.
psfrgan-reimplementation
Reimplementation of progressive semantic-aware style transformation for blind face restoration.
CLBT
Code for the paper "Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing"
cross-lingual-dependency-parsing
Reimplementation of cross-lingual biaffine graph-based dependency parser which utilizes multilingual cased BERT.
GATE
Official implementation of our work, GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction [AAAI 2021].
metric-monitoring
A metric accumulator built on top of Prometheus client using NodeJS. Currently, support PubSub and AWS Queue as the event consumer.
pytorch-GAT
My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
semantic-segmentation
Deep learning architectures for semantic segmentation run on Jupyter Notebook: U-Net, MANet, MAResU-Net, MACU-Net.
wavelet-tree
Implementation of min_elem, max_elem, range_int, and max_range algorithms in wavelet tree.
responsibleNLPresearch
templates and other documents regarding responsible NLP research