Multiclass Classification in Supervised Learning

Multiclass Classification in Supervised Learning

What is Multiclass Classification? Multiclass Classification is a type of Supervised Learning used to predict which of several possible categories an observation belongs to. Similar to regression and binary classification, it follows the same training, validation, and evaluation iterative process, reserving a portion of the data for validating the model. Examples Predicting email categories (spam … Read more

Impressive! MultiTalk Open Source with Lip Sync Accuracy Exceeding 8.53 Points

Impressive! MultiTalk Open Source with Lip Sync Accuracy Exceeding 8.53 Points

This Article Overview Recently, the MultiTalk project, open-sourced by Sun Yat-sen University, Meituan, and Hong Kong University of Science and Technology, is a novel framework for audio-driven multi-person dialogue video generation. Given a multi-stream audio input, a reference image, and a prompt, MultiTalk generates a video that features interactions following the prompt, with lip movements … Read more

Compiling the Linux Version of MultiWFN from Source on Fedora 42

Compiling the Linux Version of MultiWFN from Source on Fedora 42

Reasons to recommend the Fedora series: speed and stability are the main factors.The Linux Kernel has been updated to 6.15.3-200.fc42.x86_64Multiwfn is a very powerful program for realizing electronic wavefunction analysis, which is a key ingredient of quantum chemistry. Multiwfn is free, open-source, highly efficient, very user-friendly, and flexible; it supports almost all of the most … Read more

Anthropic’s Practical Findings: The Core of Multi-Agent Systems is Still Prompt Design!

Anthropic's Practical Findings: The Core of Multi-Agent Systems is Still Prompt Design!

Architect (JiaGouX)We are all architects!Will you join in shaping the future? Recently, Anthropic shared their best practices in building multi-agent research systems, focusing on8 principles of prompt engineering and evaluation for research agents:Claude now possesses research capabilities, able to complete complex tasks through web searches, Google Workspace, and any integrated tools.AnthropicThe architecture of the multi-agent … Read more

Comparative Analysis of Main Cloud Storage Routes: Storage Virtualization, Distributed Storage, and Network Shared File Storage

Comparative Analysis of Main Cloud Storage Routes: Storage Virtualization, Distributed Storage, and Network Shared File Storage

【Abstract】 With the advancement and deepening of digital transformation in finance, organizations are beginning to consider longer-term and more cautious approaches when selecting cloud architectures. On one hand, they plan comprehensively from the perspective of enterprise-level, group-level, and industry-level overall development to avoid the emergence of isolated cloud or resource pools; on the other hand, … Read more

Introduction to Virtualized Campus Network Deployment

Introduction to Virtualized Campus Network Deployment

Virtualized Campus Network Architecture The “highway” composed of real physical network devices (such as switches and routers) is responsible for the most basic network connectivity. It ensures that devices can communicate (IP reachable), similar to the stability of a foundation. It runs traditional routing protocols (such as ISIS, OSPF) and does not handle upper-layer services. … Read more

TinyML: An Overview of MCU Manufacturers’ Support for Edge AI

TinyML: An Overview of MCU Manufacturers' Support for Edge AI

TinyML Market Status TinyML (Tiny Machine Learning) is a technology that runs machine learning models on resource-constrained microcontrollers and edge devices. The goal is to implement efficient machine learning algorithms on devices with low power, low memory, and low computational resources to support real-time data processing and decision-making. Remi El-Ouazzane, President of STMicroelectronics’ Microcontroller and … Read more

CEO of Jiangxing Intelligent, Pang Haitian: Weaving a Smart Inspection Network with Edge Computing

CEO of Jiangxing Intelligent, Pang Haitian: Weaving a Smart Inspection Network with Edge Computing

In the eyes of Pang Haitian, CEO of the national-level specialized and innovative “little giant” Jiangxing Intelligent, technology is not an “ivory tower”. Only by transforming cutting-edge algorithm codes from the laboratory into tangible “carbon reduction codes” in industrial scenarios can traditional fields like power inspection achieve a “green revolution”. As the wave of green … Read more

Comparison of RS232 and RS485 Communication Standards

Comparison of RS232 and RS485 Communication Standards

1. Overview of RS232 and RS485 RS232 and RS485 are two widely used serial communication standards in industrial control, data acquisition, communication devices, and the Internet of Things (IoT), used for data exchange between devices. RS232, as a classic point-to-point communication standard, is suitable for short-distance, low-speed scenarios; RS485, with its multipoint communication and long-distance … Read more

Ditch OkHttp and HttpClient: This Lightweight HTTP Client is Incredibly Useful!

Ditch OkHttp and HttpClient: This Lightweight HTTP Client is Incredibly Useful!

Source: https://juejin.cn/post/6898485806587969544Recommended programming resource site for programmers:http://cxyroad.comSide hustle earning column:https://xbt100.topLatest activation method for IDEA in 2024Reply in the backend:activation codeCSDN no-loginCopy codePlugin download:CSDN copy pluginBelow is the main content. Using <span>SpringBoot</span> to directly send <span>HTTP</span> requests with <span>okhttp</span>, <span>httpClient</span>, or <span>RestTemplate</span> is cumbersome and inconvenient for unified management. Therefore, I recommend a lightweight HTTP client … Read more