Samantha Ho

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Open-source Circuit Simulation

For simple circuits, it’s easy enough to grab a breadboard and start putting it together. Breadboards make it easy to check your circuit for mistakes …

A Guide to Sequence Prediction using Compact Prediction Tree (with codes in Python)

Introduction<p>Sequence prediction is one of the hottest application of Deep Learning these days. From building recommendation systems to speech …

A Problem in a Configuration of Three Squares

What Is This About?<p>Source<p>Problem<p>Given a configuration of three squares $ABCD,$ $AFGE,$ $DEHI:$<p>Prove that $BG\perp CH.$<p>Solution 1<p>Let $B=0,$ $C=1,$ …

A Beginner's Guide to Understanding Convolutional Neural Networks

<i>Convolutional neural networks</i>... sounds like a weird combination of biology and math with a little CS sprinkled in. But these networks have been some …

Coding Best Practices Part 1 (Naming Conventions & Class Designing Principles)

In my last article IMPORTANCE OF WRITING CLEAN CODE, you realized the importance of creating a beautiful piece of code. You learned some techniques …

The 10 Algorithms Machine Learning Engineers Need to Know

Read this introductory list of contemporary machine learning algorithms of importance that every engineer should understand.<p><b>By James Le, New Story</b> …

Probabilistic Programming

Probabilistic Programming<p>The programming languages and machine learning communities have, over the last few years, developed a shared set of research …

What are some concepts/algorithms/data structures that every computer science student should know?

You should be aware of a few basic <i>techniques</i> that occur over and over again in many algorithms:<p>Brute Force<br>• Divide and Conquer<br>• Greedy Programming<br>• Dynamic …

Programming

The 10 Algorithms Machine Learning Engineers Need to Know

This column is by James Li, Product Intern at NewStoryCharity<p>It is no doubt that the sub-field of machine learning / artificial intelligence has …

Algorithm to detect corners of paper sheet in photo

What is the best way to detect the corners of an invoice/receipt/sheet-of-paper in a photo? This is to be used for subsequent perspective correction, …

Bayesian inference completely solves the multiple comparisons problem | StatsBlogs.com | All About Statistics

(This article was originally published at Statistical Modeling, Causal Inference, and Social Science, and syndicated at StatsBlogs.)<p>I promised I …

Algorithms