Knowledge Base
Tutorials¶
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Understanding GUI
Understand basic knowledge of Taipy GUI creating of a multi-page NLP application.
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Scenario management Overview
Learn Scenario Management fundamental features.
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Cycles and Scopes
Share your Data Nodes across multiple scenarios with Cycles and Scopes.
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Job Execution mode
Increase efficiency running your scenarios making your Job Execution asynchronous.
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Scenario Comparison
Learn best practices to compare scenarios easily.
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Scenario Subscription
Connect to your scenario executions to get the most recent updates.
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First Realistic application
Build a complete realistic application from scratch from back-end to front-end.
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Single-page application using augmented Markdown syntax
Watch and learn how to develop a web application page using augmented Markdown syntax with Taipy. Explore variable bindings and discover how to incorporate visual elements such as sliders and charts.
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Interactive Data Dashboard
Discover Taipy visual elements to create an interactive data dashboard. You'll learn how to upload data, customize settings, and use various visualization tools to enhance your web app, all without needing HTML, CSS, or JavaScript.
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Change line types using charts
Discover crafting line charts for your Taipy application in this instructional video. Walk you through the process using a basic time series dataset with two variables.
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Organize your page layouts
Learn how to organize your pages in this insightful video tutorial.
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Organize your application with Partials, Dialogs, and Panes
Explore the power of Partials in Taipy GUI with this video tutorial. Learn how to streamline development, enhance clarity, and create efficient pages and components. Discover the utility of Dialogs and Panes for an improved user interface.
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Scenario management basic concepts
Learn how to use Taipy Studio graphical editor interface to configure your scenarios in this enlightening video tutorial. Explore Scenario management main concepts: Data Node, Task, and Scenario.
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Submit Scenarios and Tasks
Dive into a real-world use case, where we demonstrate the step-by-step process of harnessing your data's potential with Data nodes and Tasks.
Demos¶
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Sales Dashboard
Check out our Sales Dashboard demo. It reads Excel files and shows valuable insights. You can filter data by city, customer, and gender to find specific metrics and use two dynamic charts for trend analysis.
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Tweet Generation
Experience the AI-powered Tweet Generation. Create compelling Tweets effortlessly using GPT-3's Davinci engine for text and DALL·E for images.
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Real-time Face Recognition
Explore real-time face detection and recognition demo. Learn how to create custom UI components and use OpenCV for accurate face identification.
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Sentiment Analysis: Detect emotional tones from a text
Explore the power of Taipy's sentiment analysis capabilities with our two-page application. Analyze user input and uploaded text to uncover sentiments effortlessly.
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Optimize Bar Cut Sizes
Try out our Bar Cut Optimization demo. It uses Taipy to optimize bar cut sizes for two scenarios with distinct algorithms that reduces raw material waste in a visually intuitive way.
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Image Classification
Explore our interactive image classification application built with Taipy, Nvidia CUDA, and TensorFlow.
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Churn Classification
Explore our Churn Classification demo. Use Taipy for data analysis, model management, and model comparison in churn prediction. Witness the capabilities of Taipy in streamlining and improving decision-making.
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Production Planning
Discover our Production Planning demo application that optimize production, reduce costs, and simulate manufacturing scenarios.
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Stock Visualization
Explore the Stock Visualization Dashboard that leverages Taipy GUI and Prophet to visualize historical stock data and make predictions over 5 years.
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Covid Dashboard
Discover our minimalist yet powerful COVID-19 dashboard. View and forecast COVID-19 data for various countries, interact with maps, and gain insights into the global pandemic impact.
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Movie Genre Selector
Explore Movie Genre Selector demo. See how this user-friendly tool helps you effortlessly discover movies from your favorite movie genres.
Tips & Tricks¶
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Scenarios
A Taipy scenario represents a run that can be an instance of a business problem to solve on data and parameter sets.
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Share your App with Colab and Ngrok
Learn how to share on the Internet your Taipy Application created on Google Colab (a high-performance Notebook with CPU and GPU access for Deep Learning), using Ngrok.
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Jupyter Notebooks
Optimize your coding experience with Taipy in Jupyter Notebooks. Learn essential functions for seamless front-end updates without the need to restart the kernel.
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Long-running Callbacks
Discover the 'long-running callbacks' feature of Taipy GUI, ensuring responsiveness during lengthy tasks. This tip provides practical examples, highlighting the potential for improved user experiences.
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Multi-page Applications
Organize your data visualizations in multi-page applications, resulting in user-friendly and intuitive user interface.
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Using tables
Discover the power of Taipy front-end tables – your go-to for data presentation and control. Learn key settings and features for effortless table creation within data applications.
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Data Nodes
Explore Taipy data nodes and understand their central role in accessing data from various sources. This tip serves as your gateway to comprehending data nodes in Taipy.
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Stylekit
Learn how to tailor your Taipy applications appearance with the CSS StyleKit. Easily change the visual style with pre-made stylesheets, CSS variables, and utility classes.
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Skippable tasks
Explore the 'skippable' task feature to improve your efficiency in pipeline orchestration.
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Callbacks
Make your multi-user graphical interface fully interactive using the on_change callback.
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Taipy Cloud
Share your application on the web. Learn the simplicity of deploying and hosting your Taipy application on the Taipy Cloud.
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Real-time data visualization
Display data sent from another thread in real-time to your Taipy application.
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Integrate Third-Party Components
Use the `part` visual element to embed any HTML inside your application.