Hello everyone! It’s been a while since my first post. And I look forward to giving you more detailed information about the data I’m working on. How is the data structured? There are multiple resources that can be used as …

Curse of Dimensionality! Let’s go deep into the data Read More »

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In my last update, I mentioned that I applied PCA for all datapoints and the results. But I have hidden an important detail for this post 😉 When we added the explained variance percentages as a result of PCA, we …

Welcome to the Node Level PCA! Read More »

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What is LSTM and why did we choose to use LSTM? LSTM, or long-short term memory, is an artificial neural network model that can process data sequences. This is especially important for time series prediction, as LSTMs can remember long …

LSTM for Time Series Prediction Read More »

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Hoi from Amsterdam, I’m Yağmur. I’m 22 years old. I am a fourth-year computer engineering and mathematics student at Koç University in Turkey.  Before I get into the details of the project I will be working on this summer, I …

Hoi! It’s me, Yağmur Akarken Read More »

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