Search Results for "seq"
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Showing 172 open source projects for "seq"
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FastQC
A quality control analysis tool for high throughput sequencing data
... then direct you to where your data may have problems and allow you to take necessary steps to correct it before doing any further analysis. FastQC is not tied to any specific type of sequencing technique, so it can be used to look at libraries of various experiment types (Genomic Sequencing, ChIP-Seq, RNA-Seq, BS-Seq etc etc). -
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kallisto
Near-optimal RNA-Seq quantification
kallisto is a program for near-optimal quantification of transcript abundances from RNA-Seq data, or more generally of target sequences using high-throughput sequencing reads. It is based on the idea of using pseudoalignment to quickly determine reads and targets’ compatibility, with no need for alignment. According to benchmarks done on a Mac desktop computer, kallisto can quantify 30 million human bulk RNA-seq reads in less than 3 minutes with just the read sequences and a transcriptome... -
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awesome-single-cell
Community-curated list of software packages and data resources
Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc. List of software packages (and the people developing these methods) for single-cell data analysis, including RNA-seq, ATAC-seq, etc. Rapid, accurate and memory-frugal preprocessing of single-cell and single-nucleus RNA-seq data. Find bimodal, unimodal, and multimodal features in your data. Ascend is an R package comprised of fast, streamlined analysis functions optimized to address... -
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harmonypy
Integrate multiple high-dimensional datasets with fuzzy k-means
Harmony is an algorithm for integrating multiple high-dimensional datasets. harmonypy is a port of the harmony R package by Ilya Korsunsky. Harmony is a general-purpose R package with an efficient algorithm for integrating multiple data sets. It is especially useful for large single-cell datasets such as single-cell RNA-seq. -
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Immutable.js
Immutable collections for JavaScript
Immutable.js offers a collection of Persistent Immutable data structures for JavaScript. Immutable data is unchangeable once created, which makes application development so much simpler. There’s no defensive copying, and you get advanced memoization and change detection techniques with simple logic. Persistent data gives you a mutative API, one that doesn’t update data in-place but always produces new and updated data. The data structures that Immutable.js provides include List, Stack, Map,... -
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CPT
CPT: A Pre-Trained Unbalanced Transformer
... the new version of models with the old version of checkpoints with vocabulary alignment. Token embeddings found in the old checkpoints are copied. And other newly added parameters are randomly initialized. We further train the new CPT & Chinese BART 50K steps with batch size 2048, max-seq-length 1024, peak learning rate 2e-5, and warmup ratio 0.1. Aiming to unify both NLU and NLG tasks, We propose a novel Chinese Pre-trained Un-balanced Transformer (CPT). -
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Cyclops
An advanced platform for writing functional applications in Java 8
Fast purely functional datastructures (Vector, Seq / List, LazySeq / LazyList, NonEmptyList, HashSet, TreeSet, TrieSet, HashMap, LinkedMap, MultiMap, TreeMap, BankersQueue, LazyString, Discrete Interval Encoded Tree, Zipper, Range, Tree, DifferenceList, HList, Dependent Map). Structural Pattern Matching API (deconstruct algebraic product and sum types). Improved type safety via the removal of unsafe APIs -- E.g. Unlike Optional, Option has no get method (which could throw a null pointer... -
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RSeQC
RNA-seq data QC
RSeQC provides a number of functions to evaluate the quality of RNA-seq data. http://rseqc.sourceforge.net/ -
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Iperf 2
A means to measure network responsiveness and throughput
Iperf here is a means of measuring networks - capacity & latency (including ECN) over sockets both TCP and UDP. The goals include maintaining an active iperf code base across a broad set of platforms and operating systems. This is a multi-threaded design that scales with the number of CPUs or cores within a system. It supports both high impact and low impact techniques to obtain and report network performance. Current release: 2.2.0, April 10, 2024 (2.2.1 per coming soon) About iperf 2... -
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BBMap
BBMap short read aligner, and other bioinformatic tools.
This package includes BBMap, a short read aligner, as well as various other bioinformatic tools. It is written in pure Java, can run on any platform, and has no dependencies other than Java being installed (compiled for Java 6 and higher). All tools are efficient and multithreaded. BBMap: Short read aligner for DNA and RNA-seq data. Capable of handling arbitrarily large genomes with millions of scaffolds. Handles Illumina, PacBio, 454, and other reads; very high sensitivity and tolerant... -
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OmicSelector
Feature selection and deep learning modeling for omic biomarker study
OmicSelector is an environment, Docker-based web application, and R package for biomarker signature selection (feature selection) from high-throughput experiments and others. It was initially developed for miRNA-seq (small RNA, smRNA-seq; hence the name was miRNAselector), RNA-seq and qPCR, but can be applied for every problem where numeric features should be selected to counteract overfitting of the models. Using our tool, you can choose features, like miRNAs, with the most significant... -
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rna-test
script for variant calling of RNA-Seq
rna_test.sh is a shell script to run GATK best practice for variant-calling in RNAseq. It uses STAR2.5 for alignment, HaplotypeCaller to call variants, and Annovar to annotate. It also employs STAR-Fusion, Cufflinks and Stringtie FPKM, HTSeq_count and BAM-readcount. Notice: STAR_gene_read and HTSeq_count are added. exac03nontcga is added. STAR-Fusion is added. Stringtie is added. Disable BQSR (-skb) opteion is added. New avsnp(150) is updated. use -dcov in SplitNCigarReads... -
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CStone
Short-read de novo assembler that identifies chimeric contigs.
> CStone wiki: https://sourceforge.net/p/cstone/wiki/Home/ Related Software: 1. CStone: (See wiki) 2. CSReadGen: https://sourceforge.net/projects/csreadgen/ 3. CView: https://sourceforge.net/projects/cview/ 4. ChimSim: https://sourceforge.net/projects/chimsim/ 5. TVScript: https://sourceforge.net/projects/tvscript/ -
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CSReadGen
RNA-Seq read simulator that offers a wide range of parameter options.
> CSReadGen wiki: https://sourceforge.net/p/csreadgen/wiki/Home/ Related software: 1. CStone: https://sourceforge.net/projects/cstone/ 2. CSReadGen: (See wiki) 3. CView: https://sourceforge.net/projects/cview/ 4. ChimSim: https://sourceforge.net/projects/chimsim/ 5. TVScript: https://sourceforge.net/projects/tvscript/ -
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Keras TCN
Keras Temporal Convolutional Network
TCNs exhibit longer memory than recurrent architectures with the same capacity. Performs better than LSTM/GRU on a vast range of tasks (Seq. MNIST, Adding Problem, Copy Memory, Word-level PTB...). Parallelism (convolutional layers), flexible receptive field size (possible to specify how far the model can see), stable gradients (backpropagation through time, vanishing gradients). The usual way is to import the TCN layer and use it inside a Keras model. The receptive field is defined... -
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scDAPA
Detection and visualization of dynamic alternative polyadenylation
scDAPA - a tool for detection and visualization of dynamic alternative polyadenylation from scRNA-seq data [1] scDAPA user manual Please visit the Wiki page of this website. [2] scDAPA Q&A For Q&A, please visit the Blog page of this website. [3] scDAPA bug report You can report a bug as a Ticket request, or start a topic session in the Discussion webpage of this website. [4] How to cite scDAPA? Ye C, Zhou Q, Wu X, Yu C, Saban D.R, Li Q.Q (2020) scDAPA: detection and visualization... -
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miRSim
Seed-based RNA-Seq Simulator
The miRSim tool can generate the synthetic RNA-Seq data in standard fastq/fasta format by utilizing the sequence-specific properties (i.e., seed and xseed (remaining part of the sequence after removing seed)). Additionally, miRSim also generates the ground truth in CSV format that provides information about genomic location, CIGAR string, sequence, and expression counts. -
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exome-test
script for variant calling of Exome-Seq
exome_test.sh is a shell script to run GATK best practice and varscan for variant-calling in exomseq. It uses bwa for alignment, UnifiedGenotyper and varscan to call variants, and Annovar to annotate. It also employs DepthofCoverage and BAM-readcount. [Notice] MAF files compatible with MutSigCV are added. The Annovar filter dbnsfp30a is updated. Correction of an error in the title line of merge file. -ni option added. -vb option (-B in varscan) added exac03nontcga is added. An error about... -
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OMRuben
Open Music library dealing with various compositional techniques.
... for many objects by typing 'd'. A collection of demo patches are included. Developed by Ruben Sverre Gjertsen and ported to lisp 2015. Download OM for free here: http://repmus.ircam.fr/openmusic/home Update 3/1-2021: Many bug fixes, rhythmic conversion from multi-seq to poly are now more precise. Demo patches should work, you need to manually select input files on your system. -
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ChIP-BIT2
ChIP-BIT2 detects weak binding sites of TFs or HMs.
Different from traditional peak callers that detect strong peaks only, ChIP-BIT2 detects both strong and weak peaks from enhancer regions, promoter regions or the whole genome using a pair of sample and input ChIP-seq experiments. It can automatically detect both narrow and wide peaks so can be applied to detecting transcription factor binding events or histone modifications without specific settings. ChIP-BIT2 is an extended version of the ChIP-BIT method: a method designed mainly... -
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A script to filter exome-seq by 1000G, ExAc, dbSNP with minimal coverage and T/N ratio. The script uses the files produced by exome_test.sh. An error is corrected. The script also produces MAF file that only includes variants detected by BOTH GATK and Varscan. A few errors are corrected.
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cnvkit.sh
A short script to run cnvkit
cnvkit.sh is a shell script to run CNVkit for exome-seq. The shell uses the files produced by exome_test.sh. It allows for recentering the baseline by the average log2ratio of a certain chromosome. ***Update*** The seg can be annotated by cytoband with multithreading. Individual chromosomal scattergrams are plotted.