Basis

Too Long; Didn't ReadThis article explains the basic intuition, mathematical idea & scope of radial basis function in the development of predictive machine learning models. The Radial Basis function is a mathematical function that takes a real-valued input and outputs areal-valued output based on the distance between the input value projected in space from an imaginary fixed point placed elsewhere. This function is popularly used in many machine learning and deep learning algorithms.L O A D I N G. . . comments &…

Meta must reassess the legal basis on how Facebook and Instagram use personal data to target advertising in the European Union, its lead privacy regulator in the bloc said on Wednesday when it fined the social media giant EUR 390 million (roughly Rs. 3,500 crore) for the breaches.Meta said it intended to appeal both the substance of the rulings and the fines imposed, and that the decisions do not prevent personalised advertising on its platforms.The order on personalised advertising was made in December by the EU's…

The new finding could pave the way for new effective treatments for the coronavirus.They discovered that the organic compound can bind to many SARS-CoV-2 proteins.Researchers have discovered that salen can effectively bind a number of proteins of the coronavirus <span class="glossaryLink" aria-describedby="tt" data-cmtooltip="<div class=glossaryItemTitle>SARS-CoV-2</div><div class=glossaryItemBody>Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the official…

Photo: Ian Waldie / Staff (Getty Images)In 2018, a man was arrested for stealing a pair of socks from a T.J. Maxx store in New York City, even though he was signed in at a hospital for the birth of his child when the crime was committed. The police never checked the man’s alibi, and the case rested on a single piece of evidence. Apparently, a police officer had run security footage through a facial recognition database and found a “possible match.” The officer texted a photo of the man to a witness who said “that’s the…

#include <bits/stdc++.h>using namespace std;  int findmax_profit(int profit, string str, int n){        priority_queue<int> pq;    int res = 0;          for (int i = 0; i < n; i++) {                  pq.push(profit);                                  if (str == '1') {            res += pq.top();            pq.pop();        }    }          return res;}  int main(){        int profit = { 12, 10, 5, 8, 9, 6 };    string str = "001110";    int N = sizeof(profit) / sizeof(profit);    cout <<…

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A Deep Learning model for zero-shot time-series forecastingCreated with DALLE There’s one thing that makes Time-Series Forecasting special.It was the only area of Data Science where Deep Learning and Transformers didn’t decisively outperform the other models.Let’s use the prestigious Makridakis M-competitions as a benchmark — a series of large-scale challenges that showcase the latest advances in the time-series forecasting area.In the fourth iteration of the competition, known as M4, the winning solution was ES-RNN , a…

Click & Grow 25 review: fresh veggies on a weekly basis MSRP $750.00 “The Click & Grow 25's modularity separates it from similar systems on the market and allows users to expand their setup as they need, but the high price is prohibitive.” Pros Modular units that can expand Weekly harvests Automated watering & lighting…

Fast News Turkish Central Bank says it plans to end the cut cycle after another rate cut in the next meeting. In the previous monetary policy meeting last month, the bank lowered the policy rate by 100 basis points to 12 percent.…

Credit: CC0 Public Domain As municipal planning and design shifts away from the sprawling, car-centric model that dominated much of the 20th century, developers and local governments can disagree over how to grow cities sustainably. Transit-oriented development (TOD), which prioritizes population density, walkability, land-use diversity and parking around transit nodes, is a long-standing field. However, much of the research…