Training Data Formatter

About This Tool

The Training Data Formatter helps data scientists and ML engineers prepare and validate data for machine learning training. It provides tools for converting between different data formats, splitting datasets, and generating data augmentation scripts. The tool ensures data quality and consistency, which are critical for successful model training.

Features

• Convert data between common ML training formats (CSV, JSON, TFRecord, etc.)
• Validate data structure and consistency
• Generate data augmentation scripts for common scenarios
• Split datasets into training, validation, and test sets
• Visualize data distribution and identify imbalances
• Handle missing values and outliers
• Generate metadata and dataset statistics
• Export processed data for immediate use in training