Cosine Similarity – Understanding the math and how it works (with python codes)

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[TEXT-ONLY] Cosine similarity is a metric used to measure how similar the documents are irrespective of their size. Mathematically, it measures the cosine of the angle between two vectors projected in a multi-dimensional space. The cosine similarity is advantageous because even if the two similar documents are far apart by the Euclidean distance (due to […]

How to autogenerate forms in React and Material-UI with MSON

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Implementing great forms can be a real time-waster. With just a few lines of JSON, you can use MSON to generate forms that perform real-time validation and have a consistent layout. And, MSON comes with a bunch of cool stuff like date pickers, masked fields and field collections. Disclaimer: this post is geared towards those wishing to use Material-UI […]

CI/CD for Machine Learning & AI

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[TESTS-ONLY] The ecosystem for developing modern web applications is incredibly rich. There are countless tools for delivering a modern web app to production, monitoring it’s performance, and deploying in real-time. These tools are so essential that modern web application development would be almost impossible without them. By contrast, modern ML and AI doesn’t yet have […]

Meta Tagging Shoes with Pytorch CNNs

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[TESTS-ONLY] Something that I have been wanting to play around with is generating text to describe images. When posed in this way two pathways come to mind. First would be to use a combination of CNNs for feature extraction and feed those extracted features to an LSTM and let it generate descriptions by iterating repeatedly. […]

The 5 Basic Statistics Concepts Data Scientists Need to Know

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Statistics can be a powerful tool when performing the art of Data Science (DS). From a high-level view, statistics is the use of mathematics to perform technical analysis of data. A basic visualisation such as a bar chart might give you some high-level information, but with statistics we get to operate on the data in […]

[Announce] Qt 5.9.7 released

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Circuit Engine

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[TESTS-ONLY] A System for Simulation and Analysis of Logic Circuits Download CircuitEngine Executable with Examples – 222.51 KB Download – 1.72 MB  Download – 62.75 KB  Download – 117.09 KB Download – 247.8 KB  Download CircuitEngine_Code_Files_VS6.0 -> – 50.83 KB Introduction Logic Design is one of the most important topics, […]

Wexflow: Open source workflow engine in C#

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[TESTING-ONLY] Table of contents Features They are talking about Wexflow How to install Wexflow? How to uninstall Wexflow? How to use Wexflow? General Wexflow Manager Wexflow Web Manager Wexflow Web Designer Wexflow Android Manager Workflow samples Sequential workflows Execution graph Flowchart workflows Workflow events How to create a custom task? How to debug Wexflow? Using […]

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Welcome to WordPress. This is your first post. Edit or delete it, then start writing! A wonderful serenity has taken possession of my entire soul, like these sweet mornings of spring which I enjoy with my whole heart. I am alone, and feel the charm of existence in this spot, which was created for the […]