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Impulse-ML: Recommender, the recommender engine

Impulse-ML: Recommender, the recommender engine

Impulse-ML: Recommender, the recommender engine

[Download] Impulse-ML: Recommender, the recommender engine Free Nulled

Impulse-ML: Recommender is PHP library which can be used to share personalized content for users on your website. It is written in PHP and requires no additional dependencies. With OOP API you can achieve good prediction results and you can quickly apply recommender system in any PHP application, e.g. in WordPress, Drupal or any other PHP framework based application.

Machine Learning

Recommender system solves a machine learning problem. Given items (i.e. movies rated by user) are possible to rate by users (i.e. 0 – 5 star rating). With given rating data Recommender System can predict movie ratings, of those movies which are unrated by the user, find similar movies or even get the prediction for user who don’t rate any movie.

Impulse-ML: Recommender uses Collaborative Filtering algorithm so it is not required to provide item features, which can be understand as real item categories (i.e. comedy or action movie and their values) and it is not required to provide category features which can be understand as user preferences. The system learns by itself with only given items, categories and defined ratings.

As long as you set Learning Model parameters and Training parameters properly you might end up with pretty good prediction of rating the movie which is not rated by user yet – assuming that the more ratings you give the more accurate predictions you will get.

Impulse-ML: Recommender uses the gradient descent learning algorithm.

For general details about Recommender Systems you might consider visit to get intuition what is going on under the hood.

Check our official documentation and examples at

TMDb Pro – Movie & TV Show Details Plugin For The Movie Database

Impulse-ML: Recommender, the recommender engine

Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industrys standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book. It has survived not only five centuries, but also the leap into electronic typesetting, remaining essentially unchanged. It was popularised in the 1960s with the release of Letraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus PageMaker including versions of Lorem Ipsum.

See Also
Sonata - Academy LMS Theme

Why do we use it?

It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout. The point of using Lorem Ipsum is that it has a more-or-less normal distribution of letters, as opposed to using Content here, content here, making it look like readable English. Many desktop publishing packages and web page editors now use Lorem Ipsum as their default model text, and a search for lorem ipsum will uncover many web sites still in their infancy. Various versions have evolved over the years, sometimes by accident, sometimes on purpose (injected humour and the like).

Where does it come from?

Contrary to popular belief, Lorem Ipsum is not simply random text. It has roots in a piece of classical Latin literature from 45 BC, making it over 2000 years old. Richard McClintock, a Latin professor at Hampden-Sydney College in Virginia, looked up one of the more obscure Latin words, consectetur, from a Lorem Ipsum passage, and going through the cites of the word in classical literature, discovered the undoubtable source. Lorem Ipsum comes from sections 1.10.32 and 1.10.33 of “de Finibus Bonorum et Malorum” (The Extremes of Good and Evil) by Cicero, written in 45 BC. This book is a treatise on the theory of ethics, very popular during the Renaissance. The first line of Lorem Ipsum, “Lorem ipsum dolor sit amet..”, comes from a line in section 1.10.32.

Where can I get some?

There are many variations of passages of Lorem Ipsum available, but the majority have suffered alteration in some form, by injected humour, or randomised words which dont look even slightly believable. If you are going to use a passage of Lorem Ipsum, you need to be sure there isnt anything embarrassing hidden in the middle of text. All the Lorem Ipsum generators on the Internet tend to repeat predefined chunks as necessary, making this the first true generator on the Internet. It uses a dictionary of over 200 Latin words, combined with a handful of model sentence structures, to generate Lorem Ipsum which looks reasonable. The generated Lorem Ipsum is therefore always free from repetition, injected humour, or non-characteristic words etc.

Impulse-ML: Recommender, the recommender engine

Download & Demo Links

Important Note:

We update new contents like WordPress Themes, WordPress Plugins, Templates & PHP Scripts everyday.But remember that you should never use this items in a commercial website. All the contents posted here for development & testing purpose only. We’re not responsible for any damage, use at your own RISK! We highly recommend to buy SaaSHub – Digital Product WordPress Theme from the Original Developer website. Thank you.

Preview: Impulse-ML: Recommender, the recommender engine
Download: impulse-ml-recommender-the-recommender-engine(full-version).zip

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