Abhimanyu Singh
A bioinformatics beginner
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modelStudio: a package automates the explanation of machine learning predictive models
By Jit 2235 days agomodeloriented.github.io - The modelStudio package automates the explanation of machine learning predictive models. This package generates advanced interactive and animated model explanations in the form of a serverless HTML site. It...CrowdGO: Machine learning and semantic similarity guided consensus Gene Ontology annotation
By Shruti Paniwala 1381 days agogitlab.com - CrowdGO is a protein Gene Ontology predictor using a meta approach, analyzing the predictions of other tools in order to get an improved precision and recall. Please note that the CrowdGO snakemake workflow is currently only tested on Ubuntu. It...SALSA: A tool to scaffold long read assemblies with Hi-C
By Jit 2822 days agogithub.com - This code is used to scaffold your assemblies using Hi-C data. This version implements some improvements in the original SALSA algorithm. If you want to use the old version, it can be found in the old_salsa branch. To use the latest version,...COSINE: non-seeding method for mapping long noisy sequences
By Jit 2689 days agogithub.com - Third generation sequencing (TGS) are highly promising technologies but the long and noisy reads from TGS are difficult to align using existing algorithms. Here, we present COSINE, a conceptually new method designed specifically for aligning long...FinisherSC: a repeat-aware and scalable tool for upgrading de novo assembly using long reads
By Jit 3295 days agokakitone.github.io - FinisherSC, a repeat-aware and scalable tool for upgrading de novo assembly using long reads. Experiments with real data suggest that FinisherSC can provide longer and higher quality contigs than existing tools while maintaining high...BIGMAC : breaking inaccurate genomes and merging assembled contigs for long read metagenomic...
By Jit 3211 days agogithub.com - This tool is for users to upgrade their metagenomics assemblies using long reads. This includes fixing mis-assemblies and scaffolding/gap-filling. If you encounter any issues, please contact me at kklam@eecs.berkeley.edu. My name is Ka-Kit...COPE: an accurate k-mer-based pair-end reads connection tool to facilitate genome assembly
By Jit 3013 days agoftp.genomics.org.cn - An efficient tool called Connecting Overlapped Pair-End (COPE) reads, to connect overlapping pair-end reads using k-mer frequencies. We evaluated our tool on 30× simulated pair-end reads from Arabidopsis thaliana with 1% base error. COPE...Flye: Fast and accurate de novo assembler for single molecule sequencing reads
By Jit 2863 days agogithub.com - Flye is a de novo assembler for long and noisy reads, such as those produced by PacBio and Oxford Nanopore Technologies. The algorithm uses an A-Bruijn graph to find the overlaps between reads and does not require them to be error-corrected. After...
Frequent Paired-end reads (PE 2x100) mapping command lines
Last updated 2853 days ago by Jitbowtie2 -x hs37m -X 650 -q -1 r1.fq -2 r2.fq -S r12.bowtie2.sam bwa aln hs37m.fa r1.fq > r1.sai && bwa aln hs37m.fa r2.fq > r2.sai \ && bwa sampe hs37m r1.sai r2.sai r1.fq r2.fq > r12.bwa.sam bwa bwasw...pbalign: maps PacBio reads to reference sequences and saves alignments to a BAM file
By Jit 2844 days agogithub.com - pbalign aligns PacBio reads to reference sequences, filters aligned reads according to user-specific filtering criteria, and converts the output to either the SAM format or PacBio Compare HDF5 (e.g., .cmp.h5) format. The output Compare HDF5 file...
