Name: Piyumal Anthony Demotte
Type: User
Company: Australian National University
Bio: Researcher interested in NLP, Computer Vision and Bioinformatics.
Twitter: DemottePiyumal
Location: Canberra
Blog: https://piyumalanthony.github.io/
Piyumal Anthony Demotte's Projects
Human Resource Management System based on SQL Database.
Deep Learning for humans
App that finds song lyrics using React and the Musixmatch API
Machine Learning for Algorithmic Trading, Second Edition - published by Packt
Methods for the analyses described in Γlvarez-Carretero, et al. 2022 (https://doi.org/10.1038/s41586-021-04341-1)
Repository for code used for publications
:fire: Website for teaching Chrome DevTools
A PyTorch Implementation of Matrix Capsules with EM Routing
A TensorFlow implementation of "Matrix Capsules with EM Routing" by Hinton et al. (2018).
Estimate node ages of a phylogeny by approximating the phylogenetic likelihood with a multivariate normal distribution.
MCMCtreeR: A package to estimate distribution values for temporal node constraints and prepare input files for MCMCtree
π¦π§¬ Binning Metagenomic Contigs via Composition, Coverage and Assembly Graphs
MetaG is a comprehensive metagenomic visualization tool. MetaG displays lower dimensional representations of high throughput metagenomic sequence reads using deep-learning techniques. MetaG will provide additional taxonomic details of the composition of a given metagenome using its pipeline based on BLAST.
Processing modules of the metagenomic visualization tool, MetaG.
A versatile pairwise aligner for genomic and spliced nucleotide sequences
Moodle - the world's open source learning platform
MSA Transformer reproduction code
Resources for "Natural Language Processing" Coursera course.
Optimized primitives for collective multi-GPU communication
π£ Multilingual RDF Verbalizer β Google Summer of Code 2019
[NeurIPS'22] Graph Coloring via Neural Networks for Haplotype Phasing of Polyploid Species and Viral Quasispecies
Implementation of Neural Distance Embeddings for Biological Sequences (NeuroSEED) in PyTorch (NeurIPS 2021)
Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications
Open Source Computer Vision Library
π«§π§¬ From fragmented assemblies to high-quality bacteriophage genomes
GNN based approach to generate embeddings for phylogenetic trees.
Normalizng flows for Phylogenomics.