Texty+ 4+
ML Text Classifier - JSON Tool
Nirali Vakil
-
- Free
Screenshots
Description
Swiftly craft and categorize texts for your Text Classifier Model with Texty+! Effortlessly construct and export to CreateML format. All-in-one Data Modeling JSON Suite
Introducing Texty+ – the revolutionary app designed for developers harnessing the power of Create ML. Texty+ is your ultimate solution for managing multiple text classifiers with unparalleled ease and efficiency, all within a single, intuitive interface.
No more tedious data manipulation and class organization! Texty+ streamlines your workflow, allowing you to concentrate on the core of your project – building powerful Text Classifier ML Models.
Key Features:
1. Multi-Class Management: Effortlessly manage multiple text classifiers simultaneously, ensuring a smooth and efficient workflow.
2. Intuitive Data Handling: Easily manipulate and rearrange your data, classes, and categories to perfectly fit your project's needs.
3. Seamless Exporting: Export your organized data to JSON files seamlessly, ready for swift integration into Create ML for training.
4. Local Training & Preview: Utilize on-device algorithms to train a temporary model and preview its accuracy before exporting to Create ML.
5. Dynamic Workflow with Multi-Tab Support: Customize your workflow in Texty+ with multiple tabs, maximizing productivity and catering to your specific model development and machine learning needs.
Developer Use Case:
As a developer working on a personalized news aggregation app, I needed a robust text classifier to categorize articles into specific topics like technology, health, politics, and entertainment. Texty+ transformed my workflow, allowing me to efficiently manage and organize vast amounts of article data into these categories. The intuitive interface made it simple to fine-tune the classifier, ensuring high accuracy in distinguishing nuanced topics. I could train temporary models locally and preview their performance, saving hours of guesswork and rework. With seamless exporting to JSON, integrating the data into Create ML was a breeze, resulting in a highly accurate and responsive news aggregator that delighted users with tailored content. Texty+ was the game-changer in perfecting my text classifier models, enabling a polished, user-focused product.
Whether you’re an experienced developer or just beginning your journey into machine learning, Texty+ equips you with the tools to elevate your Create ML experience. Revolutionize your Text Classifier ML Model creation process – download Texty+ today and unlock the true potential of Create ML!
Developed by ML enthusiasts for ML enthusiasts, Texty+ is a proven tool designed to expedite and enhance your model-building process.
What’s New
Version 3.1
Hey there, I've been on a little break from the app development for a bit due to applications, but I'm back with some fresh new UI changes to modernize Texty+ as well as some nifty features to improve your data modelling process, ensuring your end results are best optimized to work efficiently and effectively.
Change #1 --> Big fixes with navigation for MacOS Sequoia (an old API I used in versions 1 and 2 of this app were deprecated, which is a big reason for this update)
Change #2 --> Introducing, "Data Bias Flagging" (essentially this tool helps you spot which "classes" are heavier than others... when training an ML Classification model, the more even-split your data, the better and this tool will flag classes with text counts that deviate from the other classes. With a nifty little UI in the updated list page for MacOS Sequoia, you should be able to quickly identify problem classes and rebalance your data - hope it helps!)
(mini) Change #3 --> Couple UI refreshes for more refined button looks...(easier on the eyes)
App Privacy
The developer, Nirali Vakil, indicated that the app’s privacy practices may include handling of data as described below. For more information, see the developer’s privacy policy.
Data Not Collected
The developer does not collect any data from this app.
Privacy practices may vary based on, for example, the features you use or your age. Learn More
Information
- Provider
- Nirali Vakil
- Size
- 3.8 MB
- Category
- Developer Tools
- Compatibility
-
- iPhone
- Requires iOS 17.0 or later.
- iPad
- Requires iPadOS 17.0 or later.
- Mac
- Requires macOS 14.1 or later.
- Apple Vision
- Requires visionOS 1.0 or later.
- Languages
-
English
- Age Rating
- 4+
- Copyright
- © 2024 Rohan Patel
- Price
- Free