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, 2020
- 7 min

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...

278 views0 comments

Oktay Sahinoglu

- Oct 3, 2020
- 6 min

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...

716 views0 comments

Oktay Sahinoglu

- Sep 12, 2020
- 2 min

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, 2020
- 3 min

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, 2020
- 3 min

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, 2020
- 3 min

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, 2020
- 2 min

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, 2020
- 2 min

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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