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Lightning Fast Smart Sampling: Pick Unique Items from Large Sets at High Speed with Exclusion Support in Python

A tool that can take as many non-repetitive samples from a large set as we want, with the ability to exclude arbitrarily chosen samples,...

Oktay Sahinoglu

Jul 133 min read

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

Oktay Sahinoglu

Oct 8, 20207 min read

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

Oktay Sahinoglu

Oct 3, 20206 min read

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

Oktay Sahinoglu

Sep 12, 20202 min read

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

Oktay Sahinoglu

Sep 11, 20203 min read

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

Oktay Sahinoglu

Sep 4, 20203 min read

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

Oktay Sahinoglu

Sep 1, 20203 min read

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...

Oktay Sahinoglu

Aug 30, 20202 min read

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...

Oktay Sahinoglu

Aug 16, 20202 min read