virnet VS DeePhage

Compare virnet vs DeePhage and see what are their differences.

virnet

VirNet: A deep attention model for viral reads identification (by alyosama)

DeePhage

A tool for distinguish temperate phage-derived and virulent phage-derived sequence in metavirome data using deep learning (by shufangwu)
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virnet DeePhage
1 1
29 19
- -
0.0 3.9
over 2 years ago 6 months ago
Jupyter Notebook MATLAB
Apache License 2.0 GNU Lesser General Public License v3.0 only
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

virnet

Posts with mentions or reviews of virnet. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-12-18.
  • Bad tools that NEED improvement
    11 projects | /r/bioinformatics | 18 Dec 2021
    VirNet: several issues with their dependencies not being available. For fun, you have to read the issue opened on their "requirments.txt". Pointed out bad dependencies, and mentioned that the file "requirments.txt" was mispelled and so didn't match the README. They updated the README to reflect the mispelling, left the bad file name and bad dependencies, and closed the issue.

DeePhage

Posts with mentions or reviews of DeePhage. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-12-18.
  • Bad tools that NEED improvement
    11 projects | /r/bioinformatics | 18 Dec 2021
    Deephage and PPR-meta: both by the same group. They require MATLAB which makes them tricky on an HPC or cloud system. They both say that if you need to run on several samples concurrently, you must clone the tool to a new directory for each(!). Likely due to temporary files being written to the working directory. Entirely unscalable in that case.

What are some alternatives?

When comparing virnet and DeePhage you can also consider the following projects:

PhaMers - A bioinformatic tool for identifying bacteriophages using machine learning and k-mers

PPR-Meta - A tool for identifying phages and plasmids from metagenomic fragments using deep learning

metaGEM - :gem: An easy-to-use workflow for generating context specific genome-scale metabolic models and predicting metabolic interactions within microbial communities directly from metagenomic data

VirusSeeker-Virome - VirusSeeker is a set of fully automated and modular software package designed for mining sequence data to identify sequences of microbial origin.

MetaRon - Metagenomic opeRon Prediction pipeline. MetaRon presents the first pipeline for the prediction of metagenomic operons without any functional or experimental data.

RNN-VirSeeker - This is a deep learning method for identification of viral contigs with short length from metagenomic data.

Cenote_Unlimited_Breadsticks - DEPRECATED: Discover divergent virus sequences, prune flanking cellular sequences, make basic report

virMine