efficient

Efficient Feature Selection via Genetic AlgorithmsUsing evolutionary algorithms for fast feature selection with large datasetsThis is the final part of a two-part series about feature selection. Read part 1 here.Brief recap: when fitting a model to a dataset, you may want to select a subset of the features (as opposed to using all features), for various reasons. But even if you have a clear objective function to search for the best combination of features, the search may take a long time if the number of features N is…

How to formally verify the bounds of your Neural NetworkPhoto by NEOM on UnsplashReluplex is an algorithm submitted to CAV in 2017 by Stanford University . Reluplex accepts as input a neural network and a set of constraints on the inputs and outputs of the network. The network must be composed of only linear layers and ReLU activations. The bounds may restrict any arbitrary number of input or output nodes to a single value or a range of values. The algorithm then finds an input within the given input bounds that can…

The 9kg capacity bracket caters to the diverse needs of households, providing an optimal solution for those seeking a powerful and efficient laundry experience. Bosch, a name synonymous with reliability and German engineering, presents its 9kg washing machine as a prime example of precision performance and energy efficiency. This appliance not only meets the demands of larger laundry loads but also embodies the commitment to quality that consumers associate with the Bosch brand.…

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Recent innovations in large language model (LLM) design have led to rapid advancements in few-shot learning and reasoning capabilities…Continue reading on Towards Data Science » Recent innovations in large language model (LLM) design have led to rapid advancements in few-shot learning and reasoning capabilities…Continue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s…

What are the most important qualities of a good employee? Always being on time? Getting along with your teammates? Paying attention to even the minute details of every task? Doing more work than your colleagues and doing it exceptionally well? One Redditor started to question what qualities managers look for in employees after a not-so-pleasant experience. The netizen recounted how the company let go of one colleague despite him being “super efficient” and good at his job. The OP wondered if the coworker fell…

  The 6-kilogramme washing machine from Bosch is unique because of its small size and cutting-edge technology. It has features that save energy consumption without sacrificing washing performance efficiency. The post lays out a variety of factors for prospective purchasers by carefully comparing this model against other tiny choices.   While Bosch excels in terms of compact design and energy economy, competitors provide a wide…

Maria Diaz/ZDNETSome time ago, Opera became my default web browser. The biggest reason for that shift from Firefox was Opera's Workspaces, which make for the best tab management on the market. Recently, I also started using Opera's Aria AI option as a more efficient means of researching. Although I still use Aria, I've also added ChatGPT into the mix because sometimes two voices are better than one.Also: I replaced Google Search with Opera's Aria AI feature and I don't miss the former one bitBefore I get into this, I…

This article explores the world of grill microwaves and their alternatives, like convection microwaves and OTGs, highlighting the best 9 models that are effective, practical, and aesthetically pleasing. These carefully chosen appliances provide a seamless fusion of state-of-the-art technology and elegant form, redefining the traditional idea of microwaves. Grill microwaves are highly regarded for their accuracy in grilling, roasting, and baking, in addition to their capacity to…

In a proposed carbon-capture method, magnesium oxide crystals on the ground bind to carbon dioxide molecules from the surrounding air, triggering the formation of magnesium carbonate. The magnesium carbonate is then heated to convert it back to magnesium oxide and release the carbon dioxide for placement underground, or sequestration. Credit: Adam Malin/ORNL, U.S. Dept. of EnergyOak Ridge National Laboratory’s research on magnesium oxide for carbon capture reveals a slowing absorption rate over time due to surface layer…