TorchExplorer: an interactive neural network visualizer

Dec 18, 2023 ·

TorchExplorer is a library of tools designed to simplify the use of PyTorch, a powerful open source deep learning framework. It includes a range of components such as datasets, transformers, optimizers, and models, allowing developers to quickly build end-to-end machine learning solutions. TorchExplorer also provides high-level APIs for researchers to easily experiment with building various types of neural networks. The library makes extensive use of PyTorch’s native features, which makes it easier for developers to leverage its capabilities without needing to manually write out code. Additionally, TorchExplorer is built on top of a flexible and modular architecture that helps developers quickly create custom models. This allows them to efficiently modify existing solutions or even build entirely new ones from scratch. All in all, TorchExplorer is an ideal tool for both experienced and novice developers looking to quickly learn how to use PyTorch for their projects.