**README**

This repository contains the code used for the paper:
"SoftAdaClip: A Smooth Clipping Strategy for Fair and Private Model Training."

With this code, you can fully reproduce all results reported in the paper.

**Structure:**

SoftAdaClip Folder:
  Contains the main implementation and experiments for the proposed method.
  This folder includes:

	- Training and testing scripts for all datasets and models.

	- Implementations of SoftAdaClip, DP-SGD, and Adaptive DP.

	- Data preparation scripts required to reproduce the results in the paper.


fixed_soft_clipping Folder:
  Contains the code for reproducing experiments and results related to the Fixed Soft Clipping method.