GIMP Tutorial v2018-11 Boo Virk, Simon Andrews, Jo Montgomery Babraham.bioinformatics@babraham.ac.uk What is GIMP • GNU Image Manipulation Program • Bitmap Graphics Editor • Open Source • Cross Platform

Tutorial on basic setup, key tools, exporting files and quick demo. GIMP Overview GNU Image Manipulation Program (GIMP), is a cross-platform image editor available for GNU/Linux,OS X, Windows and more

SQLAlchemy SQLAlchemy i About the Tutorial SQLAlchemy is a popular SQL toolkit and Object Relational Mapper. It is written in Python and gives full power and database schema to develop in a cleanly decoupled way from the beginning. Audience This tutorial is designed for all those Python programmers who would like to understand the ORM framework with this tutorial, we assume you have a good understanding of the Python programming language. A basic understanding of relational databases, DB- API, and SQL is desired to understand this tutorial. Copyright

PyTorch Tutorial Willie Chang Pranay Manocha Installing PyTorch • ???????????? On your own computer • Anaconda/Miniconda: conda install pytorch -c pytorch • Others via pip: pip3 install torch • ??

SQLite Tutorial i SQLITE TUTORIAL Simply Easy Learning by tutorialspoint.com tutorialspoint.com TUTORIALS POINT Simply Easy Learning ABOUT THE TUTORIAL SQLite SQLite Tutorial SQLite is a software library that implements a self-contained, serverless, zero-configuration, transactional SQL database engine. SQLite is the most widely deployed SQL database engine in in the world. The source code for SQLite is in the public domain. This tutorial will give you quick start with SQLite and make you comfortable with SQLite programming. Audience This reference has

Aurelia i About the Tutorial Aurelia is a modern, open source UI framework for web and mobile app development. It allows you to write clean, modular JavaScript. The framework follows simple focused on web standards. Audience This tutorial is designed for developers who didn't have a chance to work with this framework before. The tutorial contains simple, easily understandable examples timeliness or completeness of our website or its contents including this tutorial. If you discover any errors on our website or in this tutorial, please notify us at contact@tutorialspoint.com

BabelJS i About the Tutorial BabelJS is a JavaScript transpiler which transpiles new features into old standard. With this browsers. Audience This tutorial is designed for software programmers who want to learn the basics of BabelJS and its programming concepts in simple and easy ways. This tutorial will give you enough understanding functionalities of BabelJS with suitable examples. Prerequisites Before proceeding with this tutorial, you should have a basic understanding of JavaScript. Copyright & Disclaimer  Copyright 2018

RxJS i RxJS ii About the Tutorial RxJS is a javascript library that uses observables to work with reactive programming that deals with asynchronous data This tutorial is designed for software programmers who want to learn the basics of Reactive extension for Javascript (RxJS) and its programming concepts in simple and easy way. This tutorial will give various functionalities of RxJS with suitable examples. Prerequisites Before proceeding with this tutorial, you should have a basic understanding of Javascript. Copyright & Disclaimer  Copyright

VueJS i About the Tutorial VueJS is a progressive JavaScript framework used to develop interactive web interfaces. Focus is more on the view part, which is the front end. It is very easy to examples. Audience This tutorial is designed for software programmers who want to learn the basics of VueJS and its programming concepts in a simple and easy manner. This tutorial will give the readers where they can take themselves to the next level. Prerequisites Before proceeding with this tutorial, readers should have a basic understanding of HTML, CSS, and JavaScript. Copyright &Disclaimer

Keras i Keras ii About the Tutorial Keras is an open source deep learning framework for python. It has been developed by an artificial intelligence researcher Leading organizations like Google, Square, Netflix, Huawei and Uber are currently using Keras. This tutorial walks through the installation of Keras, basics of deep learning, Keras models, Keras layers, applications. Audience This tutorial is prepared for professionals who are aspiring to make a career in the field of deep learning and neural network framework. This tutorial is intended to make you comfortable