Lovro Vrček (lvrcek)

lvrcek

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Company:Genome Institute of Singapore, A*STAR

Location:Singapore

Twitter:@LovroVrcek

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Lovro Vrček's repositories

GNNome-assembly

Learning to untangle genome assembly with graph neural networks.

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NeuralLayout

A GNN model that executes simplification algorithms used in the layout phase of de novo genome assembly process.

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advent-of-code-2021

My Advent of Code 2021 solutions in C++

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advent-of-code-2020

My Advent of Code 2020 solutions in Python

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assembly_graph_utils

Some basic functions for creating assembly graphs in the DGL format

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Category_Theory_Machine_Learning

List of papers studying machine learning through the lens of category theory

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dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

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hifi-simulator

A simulator for PacBio HiFi reads

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LongReadClassification

Deep learning model for classifying reads in de novo genome assembly.

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Qualia2.0

Qualia2.0 is a deep learning framework deeply integrated with automatic differentiation and dynamic graphing with CUDA acceleration. Qualia2.0 was built from scratch with pure python3 code.

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reactome2py

python client for reactome content, analysis, and human functional protein interactions (FI) services api calls.

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Artificial-Intelligence

Awesome AI Learning with +100 AI Cheat-Sheets, Free online Books, Top Courses, Best Videos and Lectures, Papers, Tutorials, +99 Researchers, Premium Websites, +121 Datasets, Conferences, Frameworks, Tools

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awesome-advent-of-code

A collection of awesome resources related to the yearly Advent of Code challenge.

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bioinf

Bioinformatics project - Cuckoo filter

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ivory-genome-mapper

A toy mapper for genomic sequences. Code in C++.

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Flye

De novo assembler for single molecule sequencing reads using repeat graphs

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hifiasm

Hifiasm: a haplotype-resolved assembler for accurate Hifi reads

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igv-docs-website

Markdown-based documentation website - IGV desktop application

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mtcnn-pytorch

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks

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raven

De novo genome assembler for long uncorrected reads

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