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Awesome GitHub RepositoriesDataset Preparation Tools
Utilities and methods for collecting, cleaning, and curating data samples for machine learning model training.
Distinguishing note: The shortlist was empty; this category is required to house data-gathering workflows for ML pipelines.
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Awesome Dataset Preparation Tools GitHub Repositories
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- jakevdp/PythonDataScienceHandbook
jakevdp/PythonDataScienceHandbook
46,802View on GitHubThis project is an interactive data science environment that combines code execution, rich media visualization, and narrative documentation into a persistent, browser-based platform. It serves as a comprehensive educational resource for scientific computing, providing a framework for iterative data analysis and machine learning prototyping. The environment is distinguished by its focus on high-performance numerical computing, utilizing vectorized array operations and memory-mapped data structures to handle large-scale computations efficiently. It features a unified estimator interface that st
Acquire a collection of background data examples that do not contain the target features for model training.
Jupyter Notebookjupyter-notebookmatplotlibnumpy
