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Using a neural network to predict song genres using Spotify data

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genre-deep-learning

Using a neural network to predict song genres using Spotify data

Libraries needed: Tensorflow Keras Pandas numpy json ipywidgets spotipy

download_song_data

This notebook will allow you to download your own song data using your own Spotify and Last.fm credentials. You can skip this step, and use the sample files for the next notebook.

genre_deep_learning

Import a dataframe and train a model to learn to predict genres from audio features.

visualization

TODO: Split the visualization tool from the deep learning notebook to let users simply import a model to see the results.

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Using a neural network to predict song genres using Spotify data

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