taipy

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用 Python 把数据和 AI 算法快速封装成可上生产环境的 Web 应用,内置数据集成、可视化、任务调度和 MLOps 编排能力。

Turns Data and AI algorithms into production-ready web applications in no time.

4.2.0.dev9-templates发布于 2026-04-30 10:05 UTC19,463star +5 / 7 天1,997fork同步于 2026-11-10 17:24 UTC

怎么上手

由 README 提炼,执行前请确认
pip install taipy
硬件要求按 README 说明

README 未说明

下载:源码 zip·GitHub Releases(安装包)本站不镜像安装包

项目说明

由 README 自动翻译提炼

用纯 Python 把数据和 AI 算法快速变成可上生产的 Web 应用

用 Python 把数据和 AI 算法快速封装成可上生产环境的 Web 应用,内置数据集成、可视化、任务调度和 MLOps 编排能力。

核心能力

  • 仅用 Python 生成前端用户界面
  • 集成数据接入与流水线编排
  • 支持 what-if 分析与场景管理
  • 内置认证、角色与用户管理
  • 提供定时任务与调度能力

容易踩的坑

需 Python 3.9~3.12;README 未说明默认端口与额外后端依赖

内容由模型根据 README 生成,可能不完整或不准确,以官方文档为准。看原文 README

最近发版

5 个版本4.2.0.dev9-templates
  1. 4.2.0.dev9-templatespre-release最新正式版2026-04-30 · 2026-04-30 10:05 UTC

    Dev Release 4.2.0.dev9-templates

  2. 4.2.0.dev9-restpre-release2026-04-30 · 2026-04-30 10:05 UTC
    查看更新说明

    Dev Release 4.2.0.dev9-rest

  3. 4.2.0.dev9-guipre-release2026-04-30 · 2026-04-30 10:04 UTC
    查看更新说明

    Dev Release 4.2.0.dev9-gui

  4. 4.2.0.dev9-corepre-release2026-04-30 · 2026-04-30 09:58 UTC
    查看更新说明

    Dev Release 4.2.0.dev9-core

  5. 4.2.0.dev9-commonpre-release2026-04-30 · 2026-04-30 09:58 UTC
    查看更新说明

    Dev Release 4.2.0.dev9-common

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    README 原文

    未翻译

    Getting Started book announcement

    Table of Contents

    ⭐ What for?

    Taipy is designed for data scientists and machine learning engineers to create data & AI driven web applications.

    ⭐️ Enables building production-ready web applications. ⭐️ No need to learn new languages; only Python is needed. ⭐️ Focus on data and AI algorithms. Delegates development complexities to Taipy. ⭐️ Simplifies production operations (hosting, deployments, maintenance, etc.).

    ✨ Taipy and Taipy Ecosystem

    Taipy includes the Taipy Python library enabling developers to easily empower their end-users with:

    • User interface generation
    • Data Integration
    • Pipeline orchestration
    • What-if analysis and scenario management
    • Authentication, roles and user management
    • Cron jobs and scheduling

    Besides the Taipy Library, the Taipy Ecosystem includes:

    • Taipy Designer
    • Taipy Studio
    • Predefined templates
    • Data platform integration

    Taipy comes with a set of materials to facilitate production operations and maintenance.

    • Command line interface.
    • Deployment scripts.
    • Version Management.
    • Data migration.
    • Telemetry and monitoring.

    ⏩ Quickstart

    To install the stable release of Taipy, run:

    pip install taipy
    

    For alternative installation methods, an Installation Guide provides step-by-step instructions.

    💡 Documentation and resources

    A comprehensive documentation set is available at Taipy Documentation to help you with Taipy tools.

    It includes Tutorials, user manuals, API references, and Galleries.

    ⚒️ Contributing

    Want to help build Taipy? Check out our Contributing Guide.

    🪄 Code of Conduct

    Want to be part of the Taipy community? Check out our Code of Conduct

    🪪 License

    Copyright 2021-2025 Avaiga Private Limited

    Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at Apache License

    Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.