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Apache OpenNLP - Welcome to Apache OpenNLP

Apache OpenNLP - Welcome to Apache OpenNLP

Home Apprentissage artificiel : Évaluation de l’apprentissage – Estimation des risques Par: Benoît TROUVILLIEZ Introduction Un nouveau volet de notre saga de billets sur l’apprentissage artificiel. Dans celui-ci, nous allons discuter du moyen d’évaluer un apprentissage par l’estimation des risques. Nous voyons en quoi l’induction faite par le système apprenant peut conduire à une situation de mauvais apprentissage soit par une induction trop faible, soit au contraire par une induction trop forte. D’un exemple pratique… Nous allons commencer par un peu de pratique, ce qui va nous permettre d’introduire naturellement les deux pièges classiques de l’apprentissage. Et nos trois séparateurs “acceptables” avec ces six instances Comme nous l’avons évoqué dans le précédent billet, l’enjeu est de trouver un biais inductif capable à partir de quelques exemples de classer au mieux n’importe quel point et non pas seulement ceux connus lors de l’apprentissage. Supposons que le biais inductif retenu pour l’apprentissage, nous fasse choisir le séparateur bleu. … à la définition des risques

Snowball Apache Lucene - Welcome to Apache Lucene 3 Rules for Building Features in a Lean Startup 20 Flares370010--×20 Flares x Access to videos, talks, and worksheetsInvitation to private Google Plus CommunityJoin in on live Q&A webinars and fireside chats Text Analysis API Saplo API gives you the possibility to build applications upon our text analysis technology platform. Take a look at our Text Analysis API documentation. Through the API you gain access to: Through Saplo API it's possible to automatically extract entities found in text. This service can automatically define the meaning of words and identify each tag as a company, person or location. Support is implemented for English and Swedish texts though new languages can be added on demand. Inspiration & Ideas: Create theme sites. With Saplo API it is possible to identify how articles are semantically related to each other. Cross link entire websites. Saplo context API gives you the possibility to define personalized textual contexts that are possible to match against any type of text. Firstly, create a context by defining texts that are typically descriptive for the context you aim at creating. Secondly, compare any text to your recently created contexts and Saplo will recognize and rank similar text.

MALLET homepage - index.html How We Build Features x Access to videos, talks, and worksheetsInvitation to private Google Plus CommunityJoin in on live Q&A webinars and fireside chats JGibbLDA: A Java Implementation of Latent Dirichlet Allocation (LDA) using Gibbs Sampling for Parameter Estimation and Inference Apache UIMA - Apache UIMA News -- Deploy your own "cloud" with Debian "Wheezy" April 25th, 2012 The Debian Project produces an entirely Free operating system that empowers its users to be in control of the software running their computers. These days, more and more computing is being moved away from user computers to the so-called cloud – a vague term often used to refer to Software as a Service (SaaS) offerings. We encourage Debian users to prefer cloud offerings where the SaaS infrastructure is entirely made of Free Software and can be run under their control. To help our users with these tasks, we are proud to announce the availability of several new technologies that would ease the deployment of Debian-based clouds. The work to finalize Debian 7.0 Wheezy is still ongoing, but packages of the above technologies are already available as part of our testing release. Preserving user freedoms in the cloud is a tricky business and one of the major challenges ahead for Free Software. About Debian Contact Information