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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 #860

Closed vivekvardhan2810 closed 3 days ago

vivekvardhan2810 commented 6 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.

Created a README file with the step wise and kept Output (Final Result).

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 6 days ago

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vivekvardhan2810 commented 6 days ago

@Niketkumardheeryan, @invigorzz313 I have resolved the entire file and added new outputs,

Please review and merge it.

invigorzz313 commented 3 days ago

@vivekvardhan2810 For each PR, a new branch must be created first and then commit to it. Avoid pushing changes directly to master branch.

vivekvardhan2810 commented 3 days ago

Okay