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Sine wave estimation

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Written by: Babak Abad
Category: Blog
Published: 05 June 2024
Hits: 181
  • Artificial Neural Network
  • Machine Learning
  • Easy
  • Regression
  • Python
  • Deep Neural Network
  • PyTorch

Solving time series comes handy in many circumtances including trading digital currencies, estimating next day weather, or estimating number of customer for future. Plethora of approaches, methods and tools are avialbe to achieve this goal. Here we want to solve a very simple problem as a hello world to time series problem. Lets assume that or signal is following sine wave and we want to predict its next value from previous one. I notice that in real world we do not know the pattern of out times series, obviously. However, we contemplate sine wave as our ground truth.

Read more: Sine wave estimation

Dataset Notes

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Written by: Babak Abad
Category: Blog
Published: 17 October 2021
Hits: 221
  • Machine Learning
  • Easy

Today, I share my experience in dataset selection. This little article may help students or beginners in data science.

Read more: Dataset Notes

Color Space

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Written by: Babak Abad
Category: Blog
Published: 16 October 2021
Hits: 305
  • Digital Image Processing
  • Easy

When I’ve studying M.sc, my professor asked me to get ready for presentation on color spaces. Now, after 4 years I decide to share my slide shows as an article. First, we discuss about the philosophy of creation of different color spaces as introduction and then introduce following color space:

  • RGB
  • HSV
  • LAB
  • CMYK

    Read more: Color Space

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