The research and application of artificial intelligence are becoming increasingly popular, with the six hottest areas being “machine learning, autonomous driving, speech recognition, computer vision, natural language processing, and knowledge reasoning.” Natural Language Processing (NLP) is the use of computers to process, understand, and utilize human languages (such as Chinese, English, etc.). As a branch … Read more
Big Data Digest Work Compiled by: Xiao Fan Pen, Zhou Jiayu, Da Jieqiong, Qian Tianpei Douban Water Army Detection, “Game of Thrones” Sequel, and the Ever-More Amazing Google Translate… Recently, various applications of Natural Language Processing (NLP) have been thriving. These NLP applications seem to be incredibly cool, but the principles behind them are not … Read more
Click the above to follow us! Office automation is becoming increasingly popular, and everyone wants to improve work efficiency. Python is perfect for this! Today, let’s discuss how to use Python’s Natural Language Processing (NLP) technology to solve some common office problems. Don’t worry, I’ll explain it in the simplest terms so that you can … Read more
Hello everyone! I am Dog Brother who loves Python. Today, I want to introduce you to a super interesting Python library – NLTK (Natural Language Toolkit). It is a powerful tool for natural language processing, helping us perform tasks like text analysis, sentiment recognition, and part-of-speech tagging. Have you ever wondered how computers
Hello everyone! I am Hao Ge. Today, I would like to share a practical and interesting topic: using Python for Natural Language Processing (NLP). NLP sounds sophisticated, but it is essentially a technology that enables computers to understand and process human languages. By the end of this tutorial, you will master the basic skills of … Read more
Fingerprint unlocking, facial recognition, speech-to-text conversion, robots diagnosing illnesses, AlphaGo······ We have deeply felt that artificial intelligence is changing the way we work and perceive the world. According to a report by SAS on the readiness of enterprises for artificial intelligence, most companies believe that AI is still in its early stages, “Currently, many application … Read more
With the development of deep learning technology, the detection of human skeletal key points has continuously improved and has been widely applied in fields related to computer vision, becoming the foundation for many computer vision tasks, including security, new retail, motion capture, human-computer interaction, and more. Now, the popular human pose recognition has also been … Read more
Produced by Big Data Digest Compiled by: Hong Yingfei, Ning Jing PyTorch, one of the deep learning framework libraries, is an open-source deep learning platform from Facebook that provides seamless transition from research prototypes to production deployment. This article aims to introduce the basics of PyTorch, helping beginners write initial Python PyTorch code in 4 … Read more
Pytorch-Lightning: A Simplified Framework for Python Deep Learning! Pytorch-Lightning is a lightweight framework based on PyTorch, specifically designed to simplify the training process of deep learning models. It abstracts common coding patterns, allowing you to focus on building models without getting bogged down in cumbersome details. Today, we’ll discuss the basic usage of this framework … Read more
Produced by Big Data Digest Source: eisenjulian Compiled by: Zhou Jiale, Qian Tianpei Using deep learning libraries like TensorFlow and PyTorch to write a neural network is no longer a novelty. But do you know how to elegantly build a neural network using Python and NumPy? Nowadays, there are many deep learning frameworks available, equipped … Read more