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Description

The Accord.NET Framework is a comprehensive machine learning framework designed for the .NET environment, integrating libraries for audio and image processing, all developed in C#. It serves as a robust platform for creating production-level applications in fields such as computer vision, audio recognition, signal processing, and statistical analysis, suitable for commercial purposes. To facilitate rapid development, it includes a wide array of sample applications that allow users to get started quickly, while detailed documentation and a wiki provide essential information and support for deeper understanding. Additionally, the framework’s active community contributes to its continuous improvement and offers a wealth of shared knowledge.

Description

Effortlessly switch between eager and graph modes using TorchScript, while accelerating your journey to production with TorchServe. The torch-distributed backend facilitates scalable distributed training and enhances performance optimization for both research and production environments. A comprehensive suite of tools and libraries enriches the PyTorch ecosystem, supporting development across fields like computer vision and natural language processing. Additionally, PyTorch is compatible with major cloud platforms, simplifying development processes and enabling seamless scaling. You can easily choose your preferences and execute the installation command. The stable version signifies the most recently tested and endorsed iteration of PyTorch, which is typically adequate for a broad range of users. For those seeking the cutting-edge, a preview is offered, featuring the latest nightly builds of version 1.10, although these may not be fully tested or supported. It is crucial to verify that you meet all prerequisites, such as having numpy installed, based on your selected package manager. Anaconda is highly recommended as the package manager of choice, as it effectively installs all necessary dependencies, ensuring a smooth installation experience for users. This comprehensive approach not only enhances productivity but also ensures a robust foundation for development.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Amazon EC2 P5 Instances
Amazon EC2 Trn1 Instances
Amazon Elastic Inference
Amazon SageMaker Studio Lab
Coiled
Dataoorts GPU Cloud
EdgeCortix
Fabric for Deep Learning (FfDL)
Fuzzball
Google Cloud Platform
HStreamDB
Microsoft Azure
NVIDIA NGC
NVIDIA Triton Inference Server
NeevCloud
SynapseAI
Unremot
Vast.ai
Zepl
neptune.ai

Integrations

Amazon EC2 P5 Instances
Amazon EC2 Trn1 Instances
Amazon Elastic Inference
Amazon SageMaker Studio Lab
Coiled
Dataoorts GPU Cloud
EdgeCortix
Fabric for Deep Learning (FfDL)
Fuzzball
Google Cloud Platform
HStreamDB
Microsoft Azure
NVIDIA NGC
NVIDIA Triton Inference Server
NeevCloud
SynapseAI
Unremot
Vast.ai
Zepl
neptune.ai

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Accord.NET Framework

Website

accord-framework.net

Vendor Details

Company Name

PyTorch

Founded

2016

Website

pytorch.org

Product Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

Product Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

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