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What is TorchMetrics?

TorchMetrics offers a collection of over 90 performance metrics tailored for PyTorch, complemented by an intuitive API that enables users to craft custom metrics effortlessly. By providing a standardized interface, it significantly boosts reproducibility and reduces instances of code duplication. Furthermore, this library is well-suited for distributed training scenarios and has been rigorously tested to confirm its dependability. It includes features like automatic batch accumulation and smooth synchronization across various devices, ensuring seamless functionality. You can easily incorporate TorchMetrics into any PyTorch model or leverage it within PyTorch Lightning to gain additional benefits, all while ensuring that your metrics stay aligned with the same device as your data. Moreover, it's possible to log Metric objects directly within Lightning, which helps streamline your code and eliminate unnecessary boilerplate. Similar to torch.nn, most of the metrics are provided in both class and functional formats. The functional versions are simple Python functions that accept torch.tensors as input and return the respective metric as a torch.tensor output. Almost all functional metrics have a corresponding class-based version, allowing users to select the method that best suits their development style and project needs. This flexibility empowers developers to implement metrics in a way that aligns with their unique workflows and preferences. Furthermore, the extensive range of metrics available ensures that users can find the right tools to enhance their model evaluation and performance tracking.

What is Torch Dental?

Torch Dental offers a holistic solution for dental supplies, focusing on improving the way practices handle management, ordering, and budgeting for their essential materials. Currently, over 3,000 dental offices partner with Torch Dental, with users reporting an impressive average savings of 16% on supplies and a significant reduction of 64% in the time spent on ordering. The platform boasts a customized inventory management system that assists practices in tracking their product selections, orders, and expenditures across different suppliers. The AI-driven smart catalog from Torch Dental enables practitioners to effortlessly combine their orders from more than 50 approved vendors into a single, user-friendly cart, eliminating the complications of dealing with multiple catalogs and websites. Furthermore, the platform provides essential tools for setting up monthly budgets, authorizing and monitoring payments, and using analytical dashboards to examine their spending and ordering behaviors. By streamlining these vital tasks, Torch Dental allows dental teams to focus more on delivering patient care rather than administrative duties, thereby enhancing both practice efficiency and patient satisfaction. Ultimately, Torch Dental not only simplifies the management of supplies but also empowers dental professionals to elevate the quality of care they provide to their patients. With such advancements, it becomes clear that Torch Dental is a valuable asset for modern dental practices striving for excellence.

Media

Media

Integrations Supported

Lightning AI
PyTorch

Integrations Supported

Lightning AI
PyTorch

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

TorchMetrics

Company Location

United States

Company Website

torchmetrics.readthedocs.io/en/stable/

Company Facts

Organization Name

Torch Dental

Date Founded

2018

Company Location

United States

Company Website

torchdental.com

Categories and Features

Application Development

Access Controls/Permissions
Code Assistance
Code Refactoring
Collaboration Tools
Compatibility Testing
Data Modeling
Debugging
Deployment Management
Graphical User Interface
Mobile Development
No-Code
Reporting/Analytics
Software Development
Source Control
Testing Management
Version Control
Web App Development

Categories and Features

Dental

Appointment Management
Appointment Reminders
Claims Management
Clinical Charting
Imaging
Inventory Management
Patient Account Management
Patient Billing
Patient Records Management
Treatment Planning

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