Generating

Renewable energy provided 74.1% of new utility-scale generating capacity in the US last year, according to new data released by the Federal Energy Regulatory Commission (FERC) that was reviewed by the SUN DAY Campaign. US electrical generating capacity and renewables in 2022 New utility-scale solar capacity – that is, not including rooftop solar – was 9,924 megawatts (MW), or 39.6% of the total. New wind capacity provided 8,512 MW, or 33.9% of the total. Solar and wind each comfortably…

Building an application with an undeveloped external API can be challenging. However, HTTP mocking tools can alleviate this pain point and simplify the development and testing process. A mock server uses fake responses to imitate a real server, enabling parallel development and early-stage testing. It allows developers to test API-consuming components before the actual backend is ready and provides faster feedback for improvement. There are quite a few benefits of having a mockserver: Enables parallel development of…

Classes == More Code ReadabilityDuring your work with signal data, you might end up programming multiple functions and methods that can implement the process you want to use on the signal data. However, at some point, it might be hard to keep tracking the quality of your methods applied to signals without prior knowledge of this data. Therefore, generating signal data with prior known parameters helps you better understand your program and method. Generating signals, especially sinusoidal signals, is very common in signal…

Photo by Igor ShabalinHow to derive sentence-level embedding from word embeddingsThe sentence (phrase or passage) level embedding is often used as input in many NLP classification problems, for example, in spam detection and question-answering (QA) systems. In my previous post Discovering Trends in BERT Embeddings of Different Levels for the Task of Semantic Context Determining, I discussed how you might generate a vector representation that holds information about changes in contextual embedding values relative to a…

A Python Guide to Quickly Generate Knowledge GraphsPhoto by DeepMind on Unsplash.Knowledge graphs enable us to comprehend how different points of knowledge relate, giving us an extensive understanding of a field or topic. These graphs help us to discern how individual pieces of knowledge come together to form the larger picture. Clearly, constructing and visualising knowledge graphs can be an effective approach to many fields.In this article, we describe a process to generate new knowledge graphs by leveraging the largest…

Cadillac’s electric vehicles are generating significant attention, sending shockwaves through the auto industry. The company says its $300,000 Cadillac Celestiq is already starting to attract significant interest as buyers line up to get their hands on one. Cadillac Celestiq generating high interest GM began transitioning Cadillac to an all-electric brand, starting with the Lyriq EV. The Cadillac Lyriq checks all the boxes with over 300 miles of real range, 190kW charging, and a price of…

The hot new trend in tech circles comes with thorny legal and ethical challenges. A tense scene in the 2004 movie iRobot shows the character played by Will Smith arguing with an android about humanity's creative prowess. “Can a robot write a symphony?” he asks, rhetorically. “Can a robot turn a canvas into a beautiful masterpiece?” “Can you?” the robot answers. Machines wouldn't need the snarky reply in our current reality. The answer would simply be “yes.” In the last few years, artificial-intelligence systems…

2021 saw unbridled market exuberance surrounding the so-called metaverse, with tokens for projects like Axie Infinity (AXS) and The Sandbox (SAND) ballooning to all-time highs as speculation reached fever pitch. However, since the metaverse hype circus has left town (hopefully forever), metaverse token prices and real estate values have plummeted to all-time lows, with some metaverse projects losing up to 97% of their value since the peak–with no way out of the terminal drop. Worse, the user bases of once-massive…

Introduction to embeddings in natural language processing using Artificial Neural Network and GensimPhoto by Leonardo Toshiro Okubo on UnsplashThe biggest challenge in NLP is devising a way to represent a word’s meaning. This is a critical component since different individuals communicate the same message differently. E.g., “I liked the food here” and “Quality of food seems good. I loved it!” At the end of the day, both texts reflect an idea or a thought represented by a sequence of words or phrases. In distributional…

Caltech researchers developed a framework to design new materials that mimic the fundamental rules hidden in nature’s growth patterns. Credit: CaltechInspired by the way termites build their nests, scientists at the California Institute of Technology (Caltech) developed a framework to design new materials that mimic the fundamental rules hidden in nature’s growth patterns. The researchers demonstrated that by using these rules, it is possible to create materials designed with specific programmable properties.The research…