Jit
Enthusiast computational biologist with business dream !!!
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Bioinfo Lab
The Institute of Bioinformatics conducts internationally renowned research and provides profound education in bioinformatics. Its research focuses on development and application of machine learning and statistical methods in biology and...Machine Learning for Genomics
By Jit 1172 days agogithub.com - Module 1: Statistics for genomics (2-8 August 2021) A simple intro to statistical distributions hypothesis testing linear...Machine learning training and courses in bioinformatics !
By Rahul Nayak 1790 days ago Comments (1)homes.sice.indiana.edu - Machine learning techniques have been successful in analyzing biological data because of their capabilities in handling randomness and uncertainty of data noise and in generalization. In this class, we will learn basics about probabilistic models...A guide to machine learning for biologists
By Abhi 1063 days agowww.nature.com - Because of the increasing size and inherent complexity of biological data, there has been an increase in the application of machine learning in biology to create useful and predictive models of the underlying biological processes. All machine...modelStudio: a package automates the explanation of machine learning predictive models
By Jit 1768 days agomodeloriented.github.io - The modelStudio package automates the explanation of machine learning predictive models. This package generates advanced interactive and animated model explanations in the form of a serverless HTML site. It...CrowdGO: Machine learning and semantic similarity guided consensus Gene Ontology annotation
By Shruti Paniwala 914 days agogitlab.com - CrowdGO is a protein Gene Ontology predictor using a meta approach, analyzing the predictions of other tools in order to get an improved precision and recall. Please note that the CrowdGO snakemake workflow is currently only tested on Ubuntu. It...A guide to machine learning for biologists
By LEGE 1166 days agowww.nature.com - We aim to provide readers with a gentle introduction to a few key machine learning techniques, including the most recently developed and widely used techniques involving deep neural networks. We describe how different techniques may be suited to...VCFtools: perform common tasks with VCF files such as file validation, file merging, intersecting,...
By Rahul Nayak 2301 days agovcftools.sourceforge.net - VCFtools contains a Perl API (Vcf.pm) and a number of Perl scripts that can be used to perform common tasks with VCF files such as file validation, file merging, intersecting, complements, etc. The Perl tools support all versions of the VCF...A Brief Bioinformatics Tutorial
By Jit 3840 days ago Comments (4)www.mrc-lmb.cam.ac.uk - This is about how to use a computer to find what is known about a gene of interest and also how to get new insights about it. The tutorial is divided in three main parts: In the Sequence part, you will see how to look efficiently for a...
