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Niketkumardheeryan / ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.
MIT License
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Added Music Generation with LSTM #734

Closed Soubeer closed 1 month ago

Soubeer commented 1 month ago

In this project, I developed a music generation model using Long Short-Term Memory networks to create new musical compositions. By training the LSTM model on a dataset of MIDI files, it learns the sequences and patterns inherent in the music. This enables the model to generate original music pieces that mimic the style and structure of the training data, showcasing the potential of LSTM networks in creative applications such as automated music composition and music style emulation.

It uses the unsplash dataset , which is very useful and effective in this scenario.

It gives out generated music according to personal preference and likings of the user keeping in mind the qualities that the user demands.

Fixes#551

invigorzz313 commented 1 month ago

Please tag the corresponding issue.

Soubeer commented 1 month ago

Please tag the corresponding issue.

added the issue number also can you give me a level for this PR? Its needed for the leaderboard

invigorzz313 commented 1 month ago

@Soubeer while making a PR, you have to create a new branch first. Avoid committing from the master branch of your forked/cloned repo.

invigorzz313 commented 1 month ago

Looks like no cell is run in the .ipynb file you contributed. Avoid duplicate code lines. Level labels can't be attached unless you resolve these issues.

Soubeer commented 1 month ago

@invigorzz313 im closing this PR and creating a new one where I am merging the branch that I made. I am sorry I am new to git so it took me a while to understand these branches.