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PyTorch (Classification)

Rating:

4.7 / 5.0

Tags

classification, deep learning, neural networks, machine learning, PyTorch, GPU

Categories:
Data AnalysisMachine learning and neural networks
Creator Facebook (Meta) AI Research
Date 2016-09-01
Platforms Windows, macOS, Linux
Status Active
Website pytorch.org
Price Model Free (Open Source)
Sections:
ClassificationDL FrameworksModel Training

Pricing Details

Open-source and free to use under the BSD-3 license.

Features

Dynamic computation graphs; Easy-to-use API; GPU acceleration; Extensive community support; Integration with TorchVision and TorchText.

Integrations

TorchVision, TorchText, NumPy, ONNX, TensorBoard

Preview

PyTorch is a powerful and flexible deep learning framework that excels in building classification models. With its dynamic computation graph and intuitive API, developers can easily design, train, and deploy neural networks for tasks ranging from image and text classification to more complex applications. PyTorch supports GPU acceleration, enabling efficient processing of large datasets, and integrates well with libraries like TorchVision and TorchText, providing pre-trained models and tools to streamline the development process.