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a suite of programs that allows users to carry out molecular dynamics simulations, particularly on biomolecules. The suite can be used to carry out complete (non-periodic) molecular dynamics simulations (using NAB) with either explicit water or generalized Born solvent models. The independently developed packages work well by themselves, and with Amber itself.
(Advanced Normalization Tools) extracts information from complex datasets that include imaging (Word Cloud). Paired with ANTsR (answer), ANTs is useful for managing, interpreting and visualizing multidimensional data. ANTs is popularly considered a state-of-the-art medical image registration and segmentation toolkit. ANTsR is an emerging tool supporting standardized multimodality image analysis. ANTs depends on the Insight ToolKit (ITK), a widely used medical image processing library to …
(Amazon Web Services Command Line Interface) a command line interface tool to manage multiple Amazon Web Services and automate them through scripts.
bam2fastx provides conversion of PacBio BAM files into gzipped fasta and fastq files, including splitting of barcoded data.
tools to analyze and comprehend high-throughput genomic data.
Installation Client for the BioGrids software collection.
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(Basic Local Alignment Search Tool) finds regions of similarity between biological sequences.
a suite of BLAST (Basic Local Alignment Search Tool) tools that utilizes the NCBI C++ Toolkit with a number of performance and feature improvements over the legacy BLAST applications.
a 3D creation suite that supports the entirety of the 3D pipeline—modeling, rigging, animation, simulation, rendering, compositing and motion tracking.
the Amazon Web Services (AWS) SDK for Python, which allows Python developers to write software that makes use of Amazon services like S3 and EC2. Boto provides an easy to use, object-oriented API as well as low-level direct service access.
a computational pipeline for finding mutations relative to a reference sequence in short-read DNA re-sequencing data for microbial sized genomes. It reports single-nucleotide mutations, point insertions and deletions, large deletions, and new junctions supported by mosaic reads.
is a Python package designed to make drawing maps for data analysis and visualisation easy.
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is a publicly available repository of curated receptors, ligands and their interactions.
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a cell image analysis software designed to enable biologists without training in computer vision or programming to quantitatively measure phenotypes from thousands of images automatically.
a multiple sequence alignment program that uses seeded guide trees and HMM profile-profile techniques to generate alignments between three or more sequences.
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a tool that makes Run VS Code on any machine anywhere and access it in the browser.
a tool that enables the easy detection of CRISPRs and cas genes in user-submitted sequence data (allows sequences up to 50 Mo otherwise download standalone program). This is an update of the CRISPRFinder program with improved specificity and indication on the CRISPR orientation. MacSyFinder is used to identify cas genes, the CRISPR-Cas type and subtype.
a Workflow Management System geared towards scientific workflows.
a set of tools for manipulation of CSV/TSV files. It is convenient for rapid data investigation and integration into analysis pipelines.
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a tool that helps redistributable software libraries to support CUDA applications for Linux.
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a libre server and cloud storage browser for Mac and Windows with support for FTP, SFTP, WebDAV, Amazon S3, OpenStack Swift, Backblaze B2, Microsoft Azure & OneDrive, Google Drive and Dropbox.
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a flexible library for parallel computing in Python.
provides joint management of analysis code and data. This enables you to comprehensively track the exact state of any analysis inputs that produced your results — across the entire lifetime of a project, and across multiple datasets.
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GNU datamash is a command-line program which performs basic numeric,textual and statistical operations on input textual data files.
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a suite of python tools particularly developed for the efficient analysis of high-throughput sequencing data, such as ChIP-seq, RNA-seq or MNase-seq.
RNA sequence design for a target protein sequence
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provides access to the NCBI's suite of interconnected databases (publication, sequence, structure, gene, variation, expression, etc.) from a UNIX terminal window. Functions take search terms from command-line arguments. Individual operations are combined to build multi-step queries. Record retrieval and formatting normally complete the process.
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an extensible, customizable, free/libre text editor.
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a program that integrates a range of currently available packages and tools for sequence analysis into a seamless whole.
Exonerate is a generic tool for pairwise sequence comparison. It allows you to align sequences using a many alignment models, either exhaustive dynamic programming or a variety of heuristics.
a DNA and protein sequence alignment software package that searches for matching sequence patterns or words, called k-tuples.
an application for Efficient Data Transfers which is capable of reading and writing at disk speed over wide area networks (with standard TCP). It is written in Java, runs an all major platforms and it is easy to use.
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an image processing package. It can be described as a distribution of ImageJ (and ImageJ2) together with Java, Java 3D and a lot of plugins organized into a coherent menu structure. Fiji compares to ImageJ as Ubuntu compares to Linux.
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a software package for the analysis and visualization of structural and functional neuroimaging data from cross-sectional or longitudinal studies.
GATE a Monte-Carlo simulation toolkit for medical physics applications
a set of tools and libraries for interacting with Google Cloud products and services.
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an interpreter for the PostScript (TM) language. It can display and convert postscript files. Software can be involved with gs command.
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(Globus Command Line Interface) a command line wrapper over the Globus SDK for Python. It is a standalone application that can be installed on the user’s machine and used to access the Globus service.
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a set of command line tools to manipulate phylogenetic trees. It is implemented in Go language. The goal is to handle phylogenetic trees in Newick, Nexus and PhyloXML formats, through several basic commands. Each command may print result (a tree for example) in the standard output, and thus can be piped to the standard input of the next gotree command.
grabix leverages the fantastic BGZF library in samtools to provide random access into text files that have been compressed with bgzip. grabix creates it's own index (.gbi) of the bgzipped file. Once indexed, one can extract arbitrary lines from the file with the grab command. Or choose random lines with the, well, random command.
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a scalable machine learning and predictive analytics platform.
s a data model, library, and file format for storing and managing data.
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Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
is an interactive process viewer.
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a software suite to create, edit, compose, or convert bitmap images.
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is a software application used to segment structures in 3D medical images.
a small utility to create JSON objects.
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a lightweight and flexible command-line JSON processor.
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a flexible dynamic language appropriate for scientific and numerical computing with performance comparable to traditional statically-typed languages.
a language-agnostic HTML notebook application for Project Jupyter.
a program for the next-generation web-based user interface for Project Jupyter. JupyterLab enables you to work with documents and activities such as Jupyter notebooks, text editors, terminals, and custom components in a flexible, integrated, and extensible manner.
a high-level neural networks API, written in Python and capable of running on top of TensorFlow, CNTK, or Theano. Developed with a focus on enabling fast experimentation, Keras is a deep learning library that allows for easy and fast prototyping (through user friendliness, modularity, and extensibility); supports both convolutional networks and recurrent networks, as well as combinations of the two; and runs seamlessly on …
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Lazy Predict helps build a lot of basic models without much code and helps understand which models works better without any parameter tuning.
is a file transfer program that allows sophisticated FTP, HTTP and other connections to other hosts. If site is specified then LFTP will connect to that site otherwise a connection has to be established with the open command.
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an object-oriented Python library to analyze trajectories from molecular dynamics (MD) simulations in many popular formats. It can write most of these formats, too, together with atom selections suitable for visualization or native analysis tools.
a probabilistic framework that quantitates the expression level of alternatively spliced genes from RNA-Seq data, and identifies differentially regulated isoforms or exons across samples. MISO is installed as a standalone program and as a module within python.
a high performance and widely portable implementation of the Message Passing Interface (MPI) standard.
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extracts no-reference IQMs (image quality metrics) from structural (T1w and T2w) and functional MRI (magnetic resonance imaging) data.
(multiple sequence comparison by log-expectation) a public domain multiple alignment software for protein and nucleotide sequences.
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a reactive workflow framework and programming DSL that ease writing computational pipelines with complex data. It is designed around the idea that the Linux platform is the lingua franca of data science. Linux provides many simple but powerful command-line and scripting tools that, when chained together, facilitate complex data manipulations. Nextflow extends this approach, adding the ability to define complex program interactions and a …
a Python module for fast and easy statistical learning on NeuroImaging data. It leverages the scikit-learn Python toolbox for multivariate statistics with applications such as predictive modelling, classification, decoding, or connectivity analysis.
(Open Source Computer Vision Library) an open source computer vision and machine learning software library.
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(Open Java Development Kit) a free and open source implementation of the Java Platform, Standard Edition (Java SE).
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an open source Message Passing Interface implementation that is developed and maintained by a consortium of academic, research, and industry partners. Open MPI is therefore able to combine the expertise, technologies, and resources from all across the High Performance Computing community in order to build the best MPI library available.
p7zip is a quick port of 7z.exe and 7za.exe (command line version of 7zip, see www.7-zip.org ) for Unix.
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a library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language. pandas is installed as a module within python.
Given a file containing a list of unix commands, multithreading is used to process the commands in parallel on a single server. Success/failure is captured, and failed commands are retained and reported.
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Principal Component Analysis All in One
stands for parallel implementation of gzip, and is a fully functional replacement for gzip that exploits multiple processors and multiple cores to the hilt when compressing data.
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is the friendly PIL (Python Imaging Library) fork by Alex Clark and Contributors. The Python Imaging Library adds image processing capabilities to your Python interpreter. This library provides extensive file format support, an efficient internal representation, and fairly powerful image processing capabilities. The core image library is designed for fast access to data stored in a few basic pixel formats. It should provide a …
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a tool designed to build mechanistic models - i.e. models that simulates a biological process.
predicts the regulatory role of CRP transcription factor in Escherichia coli. PredCRP provides an accurate method for deriving an optimised model (named PredCRP-model) and a set of four interpretable rules (named PredCRP-ruleset) for predicting and analysing the regulatory roles of CRP from sequences of CRP-binding sites.
an interface to the REDCap Application Programming Interface (API), PyCap is designed to be a minimal interface exposing all required and optional API parameters.
a dedicated Python Integrated Development Environment (IDE) providing a wide range of essential tools for Python developers, tightly integrated together to create a convenient environment for productive Python, web, and data science development. The BioGrids-supported version of PyCharm is the open source community edition.
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provides a python wrapper and convenience functions for cudaDeconv, which is a CUDA/C++ implementation of an accelerated Richardson Lucy Deconvolution algorithm1, suitable for general applications, but designed particularly for stage-scanning light sheet applications such as Lattice Light Sheet.
PyMC3 is a Python package for Bayesian statistical modeling and Probabilistic Machine Learning focusing on advanced Markov chain Monte Carlo (MCMC) and variational inference (VI) algorithms. Its flexibility and extensibility make it applicable to a large suite of problems.
a tool to conduct recurrence analysis in a massively parallel manner using the OpenCL framework.
a general-purpose, interpreted, object oriented, high-level dynamic programming language that emphasizes code readability. Its syntax allows programmers to express concepts in fewer lines of code than in C++ or Java, thus allowing programmers to work more quickly and integrate their systems more effectively.
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an open source deep learning platform that provides a seamless path from research prototyping to production deployment.
(Unified Complex Network and RecurreNce analysis toolbox) a fully object-oriented Python package for the advanced analysis and modeling of complex networks.
a free software environment for statistical computing and graphics.
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a command line program to manage files on cloud storage.
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is the time-proven, ultra-robust open-source engine for creating complex, data-driven PDF documents and custom vector graphics. It's free, open-source , and written in Python. The package sees 50,000+ downloads per month, is part of standard Linux distributions, is embedded in many products, and was selected to power the print/export feature for Wikipedia.
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a program that provides an accurate prediction of protein structures and interactions using a 3-track network.
a biomolecular structure prediction neural network that can predict a broad range of biomolecular assemblies.
an integrated development environment (IDE) for R that includes a console, syntax-highlighting editor that supports direct code execution, as well as tools for plotting, history, debugging and workspace management.
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a set of ultra fast and robust command line utilities for bioinformatics tasks based on Rust-Bio.
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a free software that analyzes spatial, temporal and space-time data using the spatial, temporal, or space-time scan statistics. It is designed for any of the following interrelated purposes: Perform geographical surveillance of disease, to detect spatial or space-time disease clusters, and to see if they are statistically significant. Test whether a disease is randomly distributed over space, over time or over space and time. …
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(single-cell variational inference tools) is a package for end-to-end analysis of single-cell omics data.
a simplified layer built on top of ITK, intended to facilitate its use in rapid prototyping, education, interpreted languages.
slclust is a utility that performs single-linkage clustering with the option of applying a Jaccard similarity coefficient to break weakly bound clusters into distinct clusters.
is a free and open-source platform for analyzing and understanding medical image data.
an R package that provides functions for inferring continuous, branching lineage structures in low-dimensional data. Designed to model developmental trajectories in single-cell RNA sequencing data and serve as a component in an analysis pipeline after dimensionality reduction and clustering, Slingshot is flexible enough to handle arbitrarily many branching events and allows for the incorporation of prior knowledge through supervised graph construction.
The Snakemake workflow management system is a tool to create reproducible and scalable data analyses. Workflows are described via a human readable, Python based language. They can be seamlessly scaled to server, cluster, grid and cloud environments, without the need to modify the workflow definition. Finally, Snakemake workflows can entail a description of required software, which will be automatically deployed to any execution environment.
a multi-language engine for executing data engineering, data science, and machine learning on single-node machines or clusters.
SQLite is a C-language library that implements a small, fast, self-contained, high-reliability, full-featured, SQL database engine.
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a command-line toolkit for rapid manipulation of NCBI taxonomy data.
TensorFlow Federated (TFF) is an open-source framework for machine learning and other computations on decentralized data.
a system that cleans up raw data files and converts them to pdf format with LaTex. Offers an easy way to get up and running with the TeX document production system.
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is a terminal multiplexer: it enables a number of terminals to be created, accessed, and controlled from a single screen. tmux may be detached from a screen and continue running in the background, then later reattached.
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basecalling, alignment, assembly and deconvolution of Sanger Chromatogram trace files.
State-of-the-art Natural Language Processing for Jax, Pytorch and TensorFlow
(UMAP) is a dimension reduction technique that can be used for visualisation similarly to t-SNE, but also for general non-linear dimension reduction
(Visualization Tool Kit) a C++ class library and several interpreted interface layers including Tcl/Tk, Java, and Python. VTK supports a wide variety of visualization algorithms including scalar, vector, tensor, texture, and volumetric methods, as well as advanced modeling techniques such as implicit modeling, polygon reduction, mesh smoothing, cutting, contouring, and Delaunay triangulation.
a set of command line tools for sequence logo generation.
an open source, freely available visualization and discovery tool used to map neuroimaging data, especially data generated by the Human Connectome Project. The distribution includes wb_view, a GUI-based visualization platform, and wb_command, a command-line program for performing a variety of algorithmic tasks using volume, surface, and grayordinate data.
XNAT client tools comprise a number of command line tools to store and retrieve data from XNAT archives. - ArcGet: retrieves image data. - ArcRead: retrieves summary text documents describing imaging data. - ArcSim: retrieves a list of imaging sessions with similar IDs. - StoreXML: writes XML documents to the archive.
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an extensible parallel framework, written in Python using OpenMPI libraries that allows researchers to quickly build high throughput big data pipelines without extensive knowledge of parallel programming.
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