Machine Learning

Machine Learning

Transformers: From NLP to Computer Vision | by Thao Vu | May, 2024

How Transformer architecture has been adapted to computer vision tasksIn 2017, the paper “Attention is all you need” took the NLP research...
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Machine Learning

Getting Started with PyTest: Effortlessly Write and Run Tests in Python

 Image by Author   Have you ever encountered software that didn't work as expected? Maybe you clicked a button, and nothing happened, or a feature...
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Machine Learning

Performance Metrics of Machine Learning Models — Accuracy, Precision, Recall and F1 Score | by Ali Naeem Chaudhry | May, 2024

The simplest way to assess the performance of a machine learning model is to calculate its Accuracy which is the ratio of the...
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Machine Learning

Evaluate RAGs Rigorously or Perish | by Jarek Grygolec, Ph.D. | Apr, 2024

The results presented in the Table 1 seem very appealing, at least to me. The simple evolution performs very well. In the case...
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Machine Learning

Containerize Python Apps with Docker in 5 Easy Steps

  Image by Author  When building applications with Python, you’ll often run into dependency conflicts, version mismatches, and the like. With Docker, you can package...
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Machine Learning

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