![]() ![]() Nlp.js is an NLP library built-in node over Natural. Phonetics, tf-idf, WordNet, string similarity, and some inflections.Classification (naive Bayes, logistic regression, and maximum entropy).Calculation of strings distances and matching similar strings.Stemming and sentiment analysis (currently in eight languages).Natural is a general natural language facility for Node.js. However, since during the past couple of years JS popularity skyrocketed, more and more people have started using JS, creating some awesome JS ML libraries, enabling implementation of ML methods both in the browser and on the backend using Node.js. In other cases, ML algorithms are implemented in C, C++, Elixir, Java. ![]() first of all, because these languages are suitable for non-programmers and there are comprehensive ML libraries available, which make them easy to use. Speaking of languages, ML is usually associated with Python and R. To have a brief overview of the data science, consider reading DS: Bigger Picture on the blog. Machine Learning from now on referred to as ML) is a branch of Artificial Intelligence (AI) that’s based on the idea that systems can learn from data, analyze and establish patterns, and make decisions based on those findings without the need for or with minimal human intervention and interaction. Let’s briefly define Machine Learning before we move on to the fun part. Herein specifically, we’ll concentrate on machine learning, languages involved, and look at the TOP Best Machine Learning libraries that are written in JavaScript. ![]() We’ve covered machine learning in our previous article on Hot Topics in Web Development, so make sure you’ll check it for more information on other trends currently rocking the dev world. ![]()
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