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Large Language Models in Bioinformatics: Transforming Data Analysis and Interpretation
By LEGE 640 days agoThe integration of artificial intelligence (AI) into bioinformatics has ushered in a new era of computational biology. Among the most transformative advancements are large language models (LLMs), such as GPT and BERT, which leverage deep learning to...CLARK: Fast, accurate and versatile sequence classification system
By Jit 2423 days agoclark.cs.ucr.edu - CLARK, a method based on a supervised sequence classification using discriminative k-mers. Considering two distinct specific classification problems (see the article for details), namely (1) the taxonomic classification of metagenomic reads to...Mash: fast genome and metagenome distance estimation using MinHash
By Jit 3217 days agogithub.com - Mash is normally distributed as a dependency-free binary for Linux or OSX (see https://github.com/marbl/Mash/releases). This source distribution is intended for other operating systems or for development. Mash requires c++11 to build, which is...chromeister: An ultra fast, heuristic approach to detect conserved signals in extremely large...
By Jit 1704 days agogithub.com - chromeister: An ultra fast, heuristic approach to detect conserved signals in extremely large pairwise genome comparisons. USAGE: -query: sequence A in fasta format -db: sequence B in fasta format -out: output matrix -kmer Integer: k>1...HiTE: a fast and accurate dynamic boundary adjustment approach for full-length Transposable...
By LEGE 379 days agogithub.com - HiTE is a Python software that uses a dynamic boundary adjustment approach to detect and annotate full-length Transposable Elements in Genome Assemblies. In comparison to other tools, HiTE demonstrates superior performance in detecting a...ReMILO: reference assisted misassembly detection algorithm using short and long reads.
By Jit 3012 days agogithub.com - ReMILO, a reference assisted misassembly detection algorithm that uses both short reads and PacBio SMRT long reads. ReMILO aligns the initial short reads to both the contigs and reference genome, and then constructs a novel data structure called...Hercules: a profile HMM-based hybrid error correction algorithm for long reads
By Jit 2967 days agogithub.com - Choosing whether to use second or third generation sequencing platforms can lead to trade-offs between accuracy and read length. Several studies require long and accurate reads including de novo assembly, fusion and structural variation detection....BASE: a practical de novo assembler for large genomes using long NGS reads
By Rahul Nayak 2907 days agogithub.com - new de novo assembler called BASE. It enhances the classic seed-extension approach by indexing the reads efficiently to generate adaptive seeds that have high probability to appear uniquely in the genome. Such seeds form the basis for BASE...Genome assembly tutorial "Genome Assembly for short and long reads"
By Jit 2814 days ago Comments (1)bioinformaticsdotca.github.io - In this lab we will perform de novo genome assembly of a bacterial genome. You will be guided through the genome assembly starting with data quality control, through to building contigs and analysis of the results. At the end of the lab you will...AlignGraph2: similar genome-assisted reassembly pipeline for PacBio long reads
By Rahul Nayak 2030 days agogithub.com - AlignGraph2 is the second version of AlignGraph for PacBio long reads. It extends and refines contigs assembled from the long reads with a published genome similar to the sequencing genome. More...
