How to Generate Various Charts with Kimi in One Click

How to Generate Various Charts with Kimi in One Click

Many articles introduce advanced uses of KIMI, but there isn’t much that is truly novel; the highest-level applications are hidden within KIMI+. KIMI+ is well organized by categories, such as the “Prompt Expert” recommended by the official, the “PPT Assistant” for office efficiency, and the “Viral Article Generator” to aid in writing. What sets KIMI … Read more

How to Learn and Debug Code Using ChatGPT

How to Learn and Debug Code Using ChatGPT

This issue uses cursor to solve the problems encountered in learning basic skills in bioinformatics. Cursor is a code editor based on ChatGPT4, which can significantly shorten the learning cycle if used correctly. The following records the problem-solving process, and the code included in the article is from Chapter 3 of ‘Practical R Programming’. Problem … Read more

Finally, Someone Visualized the Transformer!

Finally, Someone Visualized the Transformer!

Is there anyone who still doesn’t understand how the Transformer works in 2024?Come and try this interactive tool. In 2017, Google introduced the Transformer in the paper “Attention is All You Need,” which became a major breakthrough in deep learning. The paper has been cited nearly 130,000 times, and all models in the subsequent GPT … Read more

How BERT Understands Language: Google’s LIT Interactive Platform

How BERT Understands Language: Google's LIT Interactive Platform

New Intelligence Report Editor: QJP [New Intelligence Guide] As NLP models become increasingly powerful and are deployed in real-world scenarios, understanding the predictions made by these models becomes more crucial. Recently, Google released a new language interpretability tool (LIT), which is a new approach to explain and analyze NLP models, making their results less of … Read more

Gephi Visualization Course – Essential Knowledge for Data Analysis

Gephi Visualization Course - Essential Knowledge for Data Analysis

Urban Data College Officially Launched! Founded by Urban Data College A reliable online education platform for data themes A wealth of big data-related courses waiting for you to learn Illuminate your path in big data growth You can also join Urban Data College Become a contracted instructor Share technology and enjoy the monetization of knowledge … Read more

Agi-Pack: The Ultimate Python Library

Agi-Pack: The Ultimate Python Library

Today, I’m excited to introduce you to a super cool Python library—agi-pack. This library is powerful and can help us easily tackle many complex tasks, like a “superhero” in the Python world, making programming simple and fun. Next, let’s dive into the world of agi-pack and embark on a wonderful programming journey! 1. Getting to … Read more

Interpreting Character Relationships in Yanxi Palace with Word2Vec

Interpreting Character Relationships in Yanxi Palace with Word2Vec

Click the image below to get the knowledge card Reading Difficulty: ★★☆☆☆ Skill Requirements: Machine Learning, Python, Tokenization, Data Visualization Word Count: 1500 words Reading Time: 6 minutes This article combines the recently popular TV series “Yanxi Palace” to analyze the character relationships from a data perspective. By collecting relevant novels, scripts, character introductions, etc., … Read more

NLP Techniques: Representational Systems

NLP Techniques: Representational Systems

Author | Huang Xi | Source | NLP Research Institute (ID: nlpcn1997) The psychological writer Mr. Huang Qituan said: “Everyone has their preferred communication style.” Moreover, each person’s way of experiencing and understanding the world is different. Only by being “in sync” with others can we better and more quickly bridge the distance between us. … Read more

TensorBoard: Visualizing Training Process in TensorFlow 2.0

TensorBoard: Visualizing Training Process in TensorFlow 2.0

Written by / Li Xihan, Google Developers Expert This article is excerpted from “Simple and Rough TensorFlow 2.0” TensorBoard: Visualizing the Training Process Sometimes, you want to observe the changes of various parameters during the model training process (for example, the value of the loss function). While you can check this through command line output, … Read more

Visualizing LSTM Networks: Exploring Memory Formation

Visualizing LSTM Networks: Exploring Memory Formation

Selected from Medium Author: Piotr Tempczyk Translated by Machine Heart Contributors: Chen Yunzhu, Liu Xiaokun There are many studies on visualization in the field of convolutional neural networks, but there are not enough similar tools for LSTM. Visualizing LSTM networks can yield interesting results; due to their time-related characteristics, we can explore the relationships between … Read more