Today, I will share the application of AI large model technology in financial analysis and quantitative trading. Based on Alibaba’s latest Qwen2 large model, I have built an automated technical analysis and visualization system for stocks. This system mainly uses various technical tools and libraries such as talib, streamlit, and openai to obtain and analyze … Read more
Hello everyone, I am Orange Brother! Today I opened a social platform and found that I was mentioned by the Siliconflow official platform! The reason is that a few days ago I wrote an article using Siliconflow’s large model API and Google Search to build an AI search engine to obtain more accurate search results. … Read more
Author: Rahul Agarwal, Data Scientist at Walmart Labs Translator: Chen Zhiyan Proofreader: Yan Xiaoyu This article is approximately 4300 words, and is recommended for a reading time of 10 minutes. This article explains how to create applications that support data science projects using StreamLit. Data science projects can easily be transformed into excellent applications without … Read more
Author: Cloud君 Source: Data STUDIO This article will teach you about a third-party library designed specifically for data scientists (machine learning engineers) based on Python —- Streamlit. With just a few lines of code, you can create visually appealing applications that are very convenient and practical. This article covers everything from installation and commonly used … Read more
There are many frontend libraries in Python, each with its unique advantages and disadvantages. Which one should we choose? Whether you are a data scientist, data engineer, machine learning engineer, or Python developer, you must at least be familiar with one frontend library. It can help you in many ways, such as creating pet projects, … Read more
1. Streamlit In one sentence, Streamlit is a library that allows you to write web apps in Python, making it easy to dynamically showcase your machine learning projects. Advantages You don’t need to know HTML, CSS, JS, etc.; you can write web apps using pure Python. Includes commonly used web components: text boxes, buttons, radio … Read more
Click on "Xiaobai Learns Vision" above, select "Star" or "Pin" Heavy content, delivered immediately Machine Learning Author: Yang Jianli, Datawhale member, Data Analyst From: Datawhale Many data science practitioners face a pain point: without the skill set to illuminate the web front end, they cannot quickly develop a user interface for project display or collaboration. … Read more
In the field of data science, being able to quickly present data analysis results as interactive applications is very important. Streamlit is a Python library for rapidly building data applications. With its concise syntax and powerful features, it enables data scientists and analysts to easily create beautiful web applications without a deep background in web … Read more
Streamlit: A Fast Python Framework for Web Development Hi, I’m Mumu. Today, let’s talk about Streamlit, which is an amazing Python framework that allows you to quickly build websites. In simple terms, as long as you know a bit of Python, you can easily create beautiful and practical web applications with Streamlit, without having to … Read more
In today’s data-driven era, efficiently transforming data analysis results into intuitive, interactive applications has become a challenge faced by many data scientists and developers. Streamlit, as an open-source Python library, provides an elegant solution to this problem. This article will delve into Streamlit, helping you quickly master this powerful data application development tool. What is … Read more