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Made With ML
A review of the product for research, educational and recommendations. ⚠ Recommendation in beta release. In analysis state… ⌛ Main website: madewithml.com Summary Made With ML is a platform for the ML community to discover, build and share projects. Our goal is to create a…
Android™ Notes for Professionals book
Android™ Notes for Professionals book is compiled from Stack Overflow Documentation. (1301 pages, published on May 2018)
Stanza – una biblioteca de Python NLP para muchos idiomas humanos
El diseño del kit de herramientas permite trabajar en paralelo entre más de 70 idiomas, utilizando el formalismo de Dependencias Universales. Stanza está construido con componentes de red neuronal de alta precisión, que también permiten una capacitación y evaluación eficientes con sus propios datos anotados.
Writing Native Mobile Apps in a Functional Language Succinctly
In Implementing a Custom Language Succinctly, Succinctly series author Vassili Kaplan demonstrated how to create a customized programming language. Now, he returns to showcase how you can use that language to build fully functional mobile apps. In Writing Native Mobile Apps in a Functional Language…
Mathematics for Machine Learning
Machine learning uses tools from a variety of mathematical fields. This document is an attempt to provide a summary of the mathematical background needed.
Scala Succinctly
Chris Rose guides readers through the basics of Scala, from installation to syntax shorthand, so that they can get up and running quickly.
Docker Succinctly
Containers have revolutionized software development, allowing developers to bundle their applications with everything they need, from the operating system up, into a single package. Docker is one of the most popular platforms for containers, allowing them to be hosted on-premises or on the cloud, and…
Algorithms Notes for Professionals
Algorithms Notes for Professionals book is compiled from Stack Overflow Documentation. (252 pages, published on May 2018)
Deudas técnicas y ocultas en el aprendizaje automático #ML: un análisis de ingenieros de #Google
Usando el marco de ingeniería de software de la deuda técnica, encontramos que es común incurrir en costos de mantenimiento masivos y continuos en sistemas de ML del mundo real.
Introduction to CNTK Succinctly (Microsoft Cognitive Toolkit)
«Microsoft CNTK (Cognitive Toolkit, formerly Computational Network Toolkit), an open source code framework, enables you to create feed-forward neural network time series prediction systems, convolutional neural network image classifiers, and other deep learning systems. In Introduction to CNTK Succinctly, author James McCaffrey offers instruction on…
Keras Succinctly
Neural networks are a powerful tool for developers, but harnessing them can be a challenge. With Keras Succinctly, author James McCaffrey introduces Keras, an open-source, neural network library designed specifically to make working with backend neural network tools easier.
Deep Learning or Machine Learning? (MathWorks)
«In this ebook, we discuss some of the key differences between deep learning and traditional machine learning approaches. We look at three factors that might influence your decision and then step through an example that combines the two approaches». (MathWorks).