functional

Last updated: December 14th, 2022 at 16:13 UTC+01:00 Samsung has released a new update for its Quick Share app, which you’re probably familiar with if you own more than one Galaxy mobile device. Through the update, the filesharing app has received a handful of improvements, both visual and functional. Quick Share just got updated to version 13.3.02.10. The changelog mentions four major changes to the app. The latest Quick Share version displays devices in the order they were found, and it now shows more devices per…

Using gradient boosting and FDA to classify ECG data in PythonPhoto by Markus Spiske on UnsplashThe curse of dimensionality refers to the challenges and difficulties that arise when dealing with high-dimensional datasets in machine learning. As the number of dimensions (or features) in a dataset increases, the amount of data required to accurately learn the relationships between the features and the target variable grows exponentially. This can make it difficult, to train a high-performing machine learning model on a…

Examples and code for building custom models with Keras Functional APIPhoto by Marvin Meyer on UnsplashThe Keras Functional API provides a way to build flexible and complex neural networks in TensorFlow. The Functional API is used to design networks that are not linear. In this article, you will discover that the Keras Functional API is used to create networks that:Are non-linear.Share layers.Have multiple inputs and outputs.We used the Sequential API in the CNN tutorial to build an image classification model with Keras…

Researchers at Stanford University have developed a functional cure for diabetes in mice, by creating a kind of hybrid immune system. Treated animals were able to manage their blood glucose levels for the duration of the trial, without needing the immune suppressants normally required for transplants.In patients with type 1 diabetes, the immune system mistakenly begins attacking the islet cells in the pancreas, which are responsible for producing insulin. Without the right levels of this vital hormone, blood glucose…

Whether you're furnishing a hyper-realistic dollhouse or you just like marveling at miniaturized tech, the TinyTV 2 may be just what you're looking for. And if it's still too big for your liking, you might want to check out its even smaller sibling, the TinyTV Mini.Currently the subject of a Kickstarter campaign, the TinyTV 2 was created by Ohio-based "serial tinkerer" Ken Burns. It's being manufactured by his electronics company, TinyCircuits. The device builds upon one of his previous Kickstarters, the thumb-sized…

A study by US researchers has said that the liver can stay…

When it comes to wireless routers in a home, there's nothing better than a mesh system. For Prime Day, one of the best, the NETGEAR Orbi, is on sale for a limited time. Offering extended coverage of up to 2,500 sq. ft, the AX5400 offers gigabit speed with WiFI 6 technology for uninterrupted streaming, HD video gaming, and web conferencing. Currently, it's being offered for $199.99, which is $50 off the regular price. NETGEAR Orbi Whole Home Prime day dealNETGEAR offers some incredible network-related products, and this…

Last August, Elon Musk announced that Tesla was working on a bipedal humanoid robot that could perform boring and/or dangerous tasks for humans. His company has now unveiled two prototypes, one of which can already walk on its own.The big reveal took place at a Tesla office in Palo Alto, California last Friday (Sept. 30th), as part of Tesla's AI Day presentation.After an introduction by Musk, a "rough development" prototype named Bumble C slowly walked out onto the stage, waved to the audience, did a double fist-pump,…

YouTube’s dislike button does nothing for the algorithm, a new Mozilla study has found. We continue to see content we don’t want no matter how much we mash that thumbs down. The same goes for “Not Interested” and “Don’t recommend this channel” options. The report, titled Does This Button Work? Investigating YouTube’s Ineffective User Controls, comes after a months-long study of YouTube behavior by the Mozilla Foundation. They enlisted the help of 20,000 volunteer web users through an extension on Mozilla’s Firefox…

Huawei Mate 50 series is set to launch in China on September 6. Ahead of the launch, the company has teased a new feature of the upcoming smartphones series via Weibo. In the post, the company said a Mate 50 series phone will not run out of power, even if the battery has been exhausted. This suggests that the company could be working on a feature that will allow the phone to function even if its battery has been completely drained. The smartphone series was previously tipped to allow users to make calls and send messages…