output

3 Ways to Optimize and Export BERT Model for Online Serving

3 Ways to Optimize and Export BERT Model for Online ServingNg Wai FoongBlockedUnblockFollowFollowingJul 7Image taken from Google AI BlogThe topic for today…

JavaScript International Methods

Photo by Tim Gouw on UnsplashIntroductionI’m lucky in that the company I work for is based mainly in the US and…

Writing a simple task Applet for Cinnamon Desktop

Pressing Ctrl+F11 will call the script, which will switch the audio device and send a nice little notification. Taking it…

An Intuitive Explanation to Dropout

Well, let us consider the following network…A Simple Neural Network ExampleWe could think of the input layer (in green) as the…

Linux for Data Scientists, Part 1

It takes a bit of computer know-how to figure this out, but once you do, significant performance improvements become attainable.…

SHAKE Stirs-up Crypto

SHAKE Stirs-up CryptoProf Bill Buchanan OBEBlockedUnblockFollowFollowingJun 12When I teach cryptography, I normally define the hashing methods (MD5, SHA-1, SHA-256, and so…

Hadoop Running a MapReduce JobBig DataDiogo RibeiroBlockedUnblockFollowFollowingJun 9Photo by Capturing the human heart. on UnsplashMapReduce PreparationBefore we jump into the programming…

BERT to the rescue!

BERT to the rescue!Dima ShulgaBlockedUnblockFollowFollowingJun 5In this post, I want to show how to apply BERT to a simple text classification…

The Million-Dollar Neural Network, Part II: Machine Learning Intuition

The Million-Dollar Neural Network, Part II: Machine Learning IntuitionLearn How to Build a Neural Network & Enter to Win the…

An Introduction to Convolutional Neural Networks

A typical hidden layer in such a network might have 1024 nodes, so we’d have to train 150,528 x 1024…

How to approach solving a challenge during a coding interview

==> is false(i % 3) ==> type coercion — will check if value is falsy or truthyReplace i by a few numbers…

Math of Neural Networks — from scratch in Python

Math of Neural Networks — from scratch in PythonOmar AflakBlockedUnblockFollowFollowingNov 14, 2018Make your own machine learning library. Photo by Mathew Schwartz on UnsplashIn this post…

Understanding Logic Programming

List of states that are adjacent to Arkansas and Kentucky:') for item in output: print(item)The full code is given in…

Framework for Explainability

Explanations are made in order to make trust and robust predictions. Despite existing tools and techniques to work with explainability,…

Speed Up Your Exploratory Data Analysis With Pandas-Profiling

Speed Up Your Exploratory Data Analysis With Pandas-ProfilingGet an intuition of your data’s structure with just one line of codeLukas FreiBlockedUnblockFollowFollowingApr…

PHP: debug_backtrace vs. debugger call stack

Remember that we explicitly added the line starting with #BP: using magic constants. WTF?resolutionPHP’s debug_backtrace() function works differently than some…

Building Blocks of Supervised Learning

In that scenario, there is no reason to suggest that the optimal boundary should be linear. While our visual inspection…

Output Buffering in PHP

That is a link to my github page!Once you are using output buffering, you can compress content before you send…

Introduction to FeedForward Neural Networks

Introduction to FeedForward Neural NetworksYash upadhyayBlockedUnblockFollowFollowingMar 7SourceDeep Feedforward networks or also known multilayer perceptrons are the foundation of most deep learning…

Sigmoid Activation and Binary Crossentropy —A Less Than Perfect Match?

Let’s see. 2. Checking individual samples’ raw output values in binary classification networksI trained three different networks to the task…

Reading between the layers (LSTM Network)

Reading between the layers (LSTM Network)Using PyTorch framework for Deep LearningSamarth AgrawalBlockedUnblockFollowFollowingFeb 20Photo by Paul Skorupskas on UnsplashOne of the most crucial part…

The keys of Deep Learning in 100 lines of code

Yes, and from scratch, using the Python programming language in this case. So let’s go for it, and in the…

A Beginner’s Tutorial on Building an AI Image Classifier using PyTorch

A Beginner’s Tutorial on Building an AI Image Classifier using PyTorchAlexander WuBlockedUnblockFollowFollowingFeb 3This is a step-by-step guide to build an image…

OpenCV Static Saliency Detection in a Nutshell

That’s the saliency of the ad, the part that pulls your interest even when you just saw it in a…