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Overview
This tool performs clustering on high-dimensional vector data in less time than existing tools.
To run this application, installation of .NET Desktop Runtime version 8.0 or later is required. If prompted at startup, please follow the instructions to install.
The application is designed to cluster high-dimensional vector data used by LLMs and similar technologies. It enables clustering of vector data that was difficult with existing tools.
Key features of the clustering in this application include:
- The maximum number of clusters is 10,000. You can specify the maximum, minimum, and interval for the cluster count. Therefore, it is possible to output clusters in increments of 500 from 5000 to 1000.
- The algorithm is not stable, so results may vary with each run.
- An option to minimize density fluctuations in vector data is enabled by default, ensuring that cluster size differences remain small even with fluctuations.
- Supports multi-threading. Set the appropriate value according to your operating environment.
Limitations of this application include:
- It consumes a relatively large amount of memory, a problem related to data handling and a current limitation.
- If memory consumption increases, the application's responsiveness may decrease, a problem difficult to mitigate on the app side.
The application is currently free but will require a subscription in the future. It will remain free for academic institutions after the subscription version is released. Please contact us for more information.
If you need the clustering engine used in this application, please contact us.
We continue to release tools related to AI and Machine Learning. If you are interested, we would appreciate your evaluation of them.
What's new
Added a feature to specify the delimiter when loading CSV files.
Additional Information
- Developed by Fuuta System Service LLC.
- Version 2024.08.26
-
Requires
Available on: PC, Mobile, Surface Hub, HoloLens
OS: Windows 10 version 17763.0 or higher
Keyboard: Integrated Keyboard
Mouse: Integrated Mouse
Memory: 16 GB
- Published 2024-04-29
- Size 10.14 MB
- File Type appx/msix
-
Language
English (United States)
Japanese -
Permissions
Uses all system resources
- Microsoft Store ID 9pj9gz8pvddm
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How to download and install Machine Learning Clustering Tool from the Microsoft
Method 1: Download and Install via the Microsoft Store
This is the most straightforward and secure way to get Machine Learning Clustering Tool.Step 1: Open the Microsoft Store
Step 2: Search for Machine Learning Clustering Tool
Step 3: Download and Install
Step 4: Access the App
Method 2: Download from the Official Microsoft Website
If you prefer downloading directly from the web, you can use the official Microsoft website.Step 1: Visit the Machine Learning Clustering Tool Page
Step 2: Download the App
Step 3: Install Machine Learning Clustering Tool
Step 4: Use Machine Learning Clustering Tool
Tips for a Smooth Installation
Conclusion:
Both methods ultimately utilize the Microsoft Store, ensuring the app's safety and reliability. Whether you prefer browsing within the Store or starting via the website, both approaches lead you to successfully download and install Machine Learning Clustering Tool.Machine Learning Clustering Tool FAQs
How to download and Install Machine Learning Clustering Tool on Windows PC via the NWindows Store
How to Search and Download Machine Learning Clustering Tool for PC Windows?