Machine learning training and courses in bioinformatics !
...obabilistic models (Markov models, Hidden Markov models, and Bayesian networks) for biological sequence an...tems biology. Other machine learning techniques, such as Naive bayes, neural networks and SVMs will only be covere...1600 days ago
1576 days ago
PANEV: an R package for a pathway-based network visualization
PANEV (PAthway NEtwork Visualizer) is an R package set for gene/pathway-based network visualization. Based on information available on KEGG, it visualizes genes within a network of multiple levels (from 1 to...1561 days ago
Deepbinner: a signal-level demultiplexer for Oxford Nanopore reads
Deepbinner is a tool for demultiplexing barcoded Oxford Nanopore sequencing reads. It does this with a deep convolutional neural network classifier, using many of the architectural advanc...1560 days ago
netGO: R-Shiny package for network-integrated pathway enrichment analysis
netGO is an R/Shiny package for network-integrated pathway enrichment analysis.netGO provides user-interactive visualization of enrichment analysis results and related networks. Currently, netGO supports...1558 days ago
1554 days ago
DeepHiC: A Generative Adversarial Network for Enhancing Hi-C Data Resolution
DeepHiC is a GAN-based model for enhancing Hi-C data resolution. We developed this server for helping researchers to enhance their own low-resolution data by a few step...1538 days ago
1534 days ago
medaka: Sequence correction provided by ONT Research
medaka is a tool to create a consensus sequence from nanopore sequencing data. This task is performed using neural networks applied from a pileup of individual sequencing reads again...1462 days ago
1375 days ago