Machine learning training and courses in bioinformatics !
...generalization. In this class, we will learn basics about probabilistic models and machine learning techniques. We will focus on probabilistic models (Markov models, Hidden Markov...1601 days ago
modelStudio: a package automates the explanation of machine learning predictive models
The modelStudio package automates the explanation of machine learning predictive models. This package generates advan...give a broad overview of the model behavior. modelStudio is a fast and conde...1579 days ago
1574 days ago
DeepHiC: A Generative Adversarial Network for Enhancing Hi-C Data Resolution
...their own low-resolution data by a few steps of clicks. Ab initio training could be performed according to our published code. We provided trained models for various depth of low-cove...1539 days ago
AutoGluon: AutoML for Text, Image, and Tabular Data
AutoGluon automates machine learning tasks enabling you to easily achieve strong predictive performance in your applications. With just a few lines of code, you can train and deploy high-accuracy machine learning and deep learning models on text, image, and tabular data.1229 days ago
984 days ago
A guide to machine learning for biologists
...lication of machine learning in biology to create useful and predictive models of the underlying biological processes. All machine learning techniques fit models to data; nevertheless, the sp...874 days ago
Collection of Graph Visualization tools !
Standard approaches to genome inference and analysis relate sequences to a single linear reference genome. This is efficient but has a fundamental problem: Differences...481 days ago
doubletrouble: identify duplicated genes from whole-genome protein sequences and classify
...so calculate substitution rates per substitution site (i.e., Ka and Ks) from duplicate pairs, find peaks in Ks distributions with Gaussian Mixture Models (GMMs), and classify gene pai...76 days ago