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Taipy
Overview :
Taipy is an open-source Python library designed to simplify end-to-end application development. It provides facilities for hypothesis analysis, intelligent pipeline execution, built-in scheduling and deployment tools. It allows data scientists and machine learning engineers to build full-stack applications without the need to learn new languages or full-stack frameworks, focusing on data and AI algorithms while streamlining the complexity of development and deployment.
Target Users :
["Data Science","Machine Learning","Full Stack Application Development"]
Use Cases
Data scientists use Taipy to build a web application recommending movies based on user-selected genres
Machine learning engineers rapidly deploy a complex data pipeline for demand forecasting using Taipy
Developers create a web application for production planning with Taipy, managing data across various business scenarios
Features
Python-based UI framework
Pre-built data pipeline components
Scenes and data management features
Version management and pipeline orchestration
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