DIGITS is a mobile and desktop app designed for data scientists to explore and visualize their datasets. It provides interactive visualizations of machine learning models and enables collaborative exploration with colleagues. The platform also includes tools for model deployment, feature engineering, and hyperparameter tuning, streamlining the machine learning workflow from experiment design to production-ready model.
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DIGITS is a deep learning platform developed by NVIDIA, designed to provide researchers and developers with a powerful tool for building, training, and deploying deep neural networks.
Yes, DIGITS is free to use, including its GPU-accelerated computing capabilities. However, certain features may require a NVIDIA account or a paid subscription to access.
You can build and train a wide range of deep neural network architectures in DIGITS, including Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Autoencoders, and more.
Yes, you can easily import your own data into DIGITS using a variety of formats, including CSV, TFRecords, and others. You can also use DIGITS' built-in tools to preprocess and augment your data.
NVIDIA provides extensive documentation, community support, and a dedicated team for DIGITS users. Additionally, NVIDIA's Deep Learning Institute (DLI) offers training courses and workshops to help users get started with DIGITS.
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