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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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Predict next Sequence of numbers Using LSTM #866

Closed vivekvardhan2810 closed 1 day ago

vivekvardhan2810 commented 3 days ago

Fixed: #806

Here, I have Taken Long Term Short Memory (LSTM) approach with importing libraries like numpy, pandas and PyTorch.

Loaded the dataset (Created on my own self) based on the airline passengers like monthly, number of passengers on that date.

Done Data Preprocessing, Split the data into testing and training set, Defined the LSTM Model, Trained the model, Evaluated and Got the final result.

The model's performance is evaluated, demonstrating its capability to generate sequences that follow the learned pattern from the training data.

I have done with this issue. Kindly Review and Merge my Pull Request.

I have resolved file and added new outputs.

github-actions[bot] commented 3 days ago

Thank you for submitting your pull request! 🙌 We'll review it as soon as possible. If there are any specific instructions or feedback regarding your PR, we'll provide them here. Thanks again for your contribution! 😊

vivekvardhan2810 commented 3 days ago

@Niketkumardheeryan I have resolved the entire file and added new outputs.

assign me and the label (as provided in issue)

Please review and merge it.

invigorzz313 commented 1 day ago

@vivekvardhan2810 looks like the Readme.md file is missing

vivekvardhan2810 commented 1 day ago

Okay, i will add it

invigorzz313 commented 1 day ago

@vivekvardhan2810 You can also add Readme.md file here in this same branch instead of closing PR