PyDataforge 1.0.5

A package for removing sensitive information from data

This is a package for removing sensitive information from data, which utilizes automatic encoder, one-dimensional convolutional layer and bidirectional generative adversarial network to build a model to generate high-quality data.

It provides:

• efficient feature extraction using multi-layer convolution

• novel bidirectional generative adversarial network

• secure sensitive information protection mechanism

• high-quality data generation for practical applications