Machine Learning

How to Write LoRA Code From Scratch: A Tutorial

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How to Write LoRA Code From Scratch: A Tutorial

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering audiences such as NLP graduate students, university professors, and corporate researchers. The Community’s Vision is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners. Reprinted from … Read more

The Evolution Directions of Sensor Technology by 2030

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The Evolution Directions of Sensor Technology by 2030

Sensor technology is the cornerstone of modern innovation, playing a key role across various industries such as healthcare, environmental monitoring, and consumer electronics. Sensors are further evolving through integration with Artificial Intelligence (AI) and Machine Learning (ML), providing real-time insights that once only existed in science fiction. As more industries recognize the value of sensors … Read more

Swarm Intelligence Optimization Algorithms: MATLAB Source Code Collection

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Swarm Intelligence Optimization Algorithms: MATLAB Source Code Collection

Table of Contents 1 Introduction 2 Source Code Collection 1 Introduction This series is about MATLABImproved Algorithms, feel free to message me for discussions. For more improved algorithms, check out previous articles. If you have questions or need suggestions, please feel free to message me for mutual improvement. Any violations of academic ethics are not … Read more

Online Training Module and Code for Neural Networks in MATLAB-Simulink

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Online Training Module and Code for Neural Networks in MATLAB-Simulink

Introduction Implementing online training of neural networks in MATLAB-Simulink typically requires combining Simulink models and MATLAB scripts. Here are the general steps: Building the Simulink Model: Use the Neural Network Toolbox in Simulink to add a neural network block. This can be done through the “Add Block” menu. Configure the structure, input, output, and other … Read more

Big Data Platform for Economic Operation Analysis: Precise Monitoring and Real-Time Scheduling

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Big Data Platform for Economic Operation Analysis: Precise Monitoring and Real-Time Scheduling

Shifting from post-event statistics to pre-event and in-process monitoring and forecasting; from long-term monitoring to dynamic real-time monitoring—this is the new method for economic operation analysis in the era of big data. The Jiucifang big data economic operation analysis platform enables the use of big data to manage economic operations. Currently, big data technology serves … Read more

Flexible Intelligent Sparse Sensor Network for Infant Movement Assessment

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Flexible Intelligent Sparse Sensor Network for Infant Movement Assessment

“In our research, we screened several at-risk infants through calibration by professional physicians, and then urgently contacted the parents, advising them to take their infants to a higher-level hospital for a comprehensive examination. At that moment, we truly felt the importance of what we were doing.” Dr. Zhang Senhao and Dr. Bao Benkun from the … Read more

Python-DS Library: A Powerful Python Tool

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Python-DS Library: A Powerful Python Tool

What is the Python-DS Library? The Python-DS Library (full name Python Data Science Library) is a Python toolkit that integrates various common data processing, analysis, and modeling functionalities. It combines many mainstream libraries such as NumPy, Pandas, Matplotlib, and Seaborn, while also providing some simplified and efficient features on top of these. With Python-DS, users … Read more

Batch Normalization and Accelerating Training in C++

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Batch Normalization and Accelerating Training in C++

Introduction: The Wonderful Collision of C++ and Neural Networks Today, the wave of AI is sweeping across the globe, from facial recognition payments to intelligent voice assistants, from precise medical imaging diagnosis to self-driving cars, the presence of neural networks is ubiquitous. It has become the core engine driving these innovative applications. In the realm … Read more

Weight Decay and Regularization in C++ Neural Networks

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Weight Decay and Regularization in C++ Neural Networks

Introduction: The Fantastical World of C++ Neural Networks Today, the wave of AI is sweeping across the globe, and C++ neural networks play an extremely important role in this. From intelligent voice assistants that instantly understand and accurately respond to our needs, to self-driving cars that navigate smoothly on the road with precise perception and … Read more

Implementing Basic Functions of an Online Education Platform in C++

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Implementing Basic Functions of an Online Education Platform in C++

1. Introduction: C++ Empowering Online Education In today’s digital wave, online education is thriving, shining like a brilliant star illuminating the learning paths of knowledge seekers. From K12 subject tutoring to vocational skills training, from hobby cultivation to higher education, knowledge in various fields is readily accessible online. According to authoritative data, in recent years, … Read more