Implement deep learning for a music recommender system

[the-ethan-hunt]

Deep learning can be used for recommender systems for movies, books, and music. See the presentation for more details.

[uds5501]

This is do-able. I want to know in what format can I have the data and what all it will include. if it's going to be purely user's command based, then one can use NLTK repository.

I basically want to know what all data I can have to figure out which ML algo is the best in this case

[the-ethan-hunt]

@uds5501 , you need to be more specific regarding your application. We are going to implement deep learning for three stuff:

• Movies
• Music
• Books
  Each of the above topic might have a different algorithm or a different neural network. Similarly the dataset will be different.

[the-ethan-hunt]

Update: We will for now begin with a music recommender system.

[arunikayadav42]

@the-ethan-hunt can I work on this issue please :)

[uds5501]

@the-ethan-hunt May I know what all data attributes we will be provided? And as for recommendation engines, are you looking for a model collaborative filter with random forest or something else?

[the-ethan-hunt]

@arunikayadav42 you are already working on #109 . Please complete the issue and then proceed on this one 😄
@uds5501 a collaborative filter model is a great idea indeed. Data attributes will be provided akin to the Netflix dataset; but instead for music.
Hope you get the idea 😄

[uds5501]

@the-ethan-hunt Seen the data, I would get back to you soon as soon as I think I've created a plan for the same!

[uds5501]

@the-ethan-hunt , have a look at this excellent Kernel . It uses User-User Rating Collaborative Filter with Singular Value Decomposition. We just need a way to save the model weights (It isn't as easy as it usually is in Keras), Any suggestions on that?

[the-ethan-hunt]

Assigned to @uds5501 .
P.S. You have not included the link to the kernel.

[Arunkumar0258]

Hello, I can work on making a content-based filtered movie recommender system for BENJI. I can make start by making a simple NLP based system and then transitioning into a Deep Learning approach if needed.

[the-ethan-hunt]

Assigned to @Arunkumar0258

[shruthi0898]

Hi, I would like to work on a books recommender. Can I please get assigned on this and get details of the dataset?

[the-ethan-hunt]

Book recommender system assigned to @shruthi0898

[amrutha3]

Hey there @the-ethan-hunt! I would like to work on the music recommender system provided the dataset is given. I have some knowledge on the implementation of a recommender system and the math behind it . I'll try to implement it in Python.