LSTM Modelling for Text & Time Series Data (Part 2)

(Text) Recurrent Neural Networks (RNN) are among the best options for sequential data, such as text or time series. LSTM (Long Short-Term...

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Oktay Sahinoglu

Oct 8, 20207 min read

LSTM Modelling for Text & Time Series Data (Part 2)

(Text) Recurrent Neural Networks (RNN) are among the best options for sequential data, such as text or time series. LSTM (Long Short-Term...

348 views0 comments

Oktay Sahinoglu

Oct 3, 20206 min read

LSTM Modelling for Text & Time Series Data (Part 1)

(Time Series) Recurrent Neural Networks (RNN) are among the best options for sequential data, such as text or time series. LSTM (Long...

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Oktay Sahinoglu

Sep 12, 20202 min read

Generating Animated GIF with Python

Visualization is often very helpful in expressing concepts better. Animated visualization, on the other hand, takes this contribution...

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Oktay Sahinoglu

Sep 11, 20203 min read

Embedding - A Portal to Another Universe

Embedding is actually a change of space. Thus it is basically a matrix multiplication. Embedding is generally used to take projections of...

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Oktay Sahinoglu

Sep 4, 20203 min read

An Approach to Determining Asymmetric Confidence Interval

Confidence interval is a range of values computed from the statistics of the observed data which is likely to include a population value...

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Oktay Sahinoglu

Sep 1, 20203 min read

Anomaly (Outlier) Detection with Unlabeled Time Series Data

In real life, labeling data is not always easy or possible. For example, think about thousands of sensors providing data every minute, so...

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Oktay Sahinoglu

Aug 30, 20202 min read

cat, grep, cut, sort, uniq, sed with PowerShell

When I had to move from Linux to Windows (I'm still using Linux in a VM) because of my company policies, I lacked super useful Linux...

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Oktay Sahinoglu

Aug 16, 20202 min read

How to encode cyclic time data for machine learning models

Time is the most valuable data in many cases as we all know. The way we feed this data to our machine learning model can make a...

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