Browse and explore datasets from Hugging Face
Check your progress in a Deep RL course
Explore tradeoffs between privacy and fairness in machine learning models
Display color charts and diagrams
Analyze your dataset with guided tools
Display a treemap of languages and datasets
Evaluate diversity in data sets to improve fairness
Generate detailed data reports
Monitor application health
Analyze autism data and generate detailed reports
Explore speech recognition model performance
Classify breast cancer risk based on cell features
Display a Bokeh plot
Datasets Explorer is a powerful tool designed to help users browse and explore datasets from Hugging Face, a leading platform for machine learning and AI. It provides an intuitive interface for discovering, visualizing, and understanding various datasets, making it easier to identify the right data for your projects.
• Dataset Browsing: Easily search and explore a vast repository of datasets. • Filtering Options: Narrow down datasets by specific criteria such as task type, mode, or tags. • Dataset Segmentation: View datasets broken down into train, validation, and test splits. • Metadata Display: Access detailed metadata, including descriptions, statistics, and information about data sources. • Data Preview: Get a sneak peek into the dataset with sample entries and data types. • Visualization Tools: Utilize built-in tools to gain insights and understand the distribution of data. • Integration with Hugging Face Ecosystem: Seamlessly connect with other Hugging Face tools for workflows and projects.
What datasets are available in Datasets Explorer?
Datasets Explorer provides access to a wide variety of datasets hosted on Hugging Face, including popular ones for tasks like natural language processing, computer vision, and more.
How do I filter datasets by specific criteria?
You can use the filtering options available on the platform to narrow down datasets by task type, mode (e.g., text, image), language, or tags.
Can I download datasets directly from Datasets Explorer?
Yes, many datasets can be downloaded directly from Datasets Explorer. Look for the download option in the dataset details section.