Entropy4 / Ada-Act

Code and Data Repository for Ada-Act research paper

Ada-Act

Code and Data Repository for the Ada-Act: Adapting Activations from Data research paper

Overview

This repository contains all the code and data obtained from 14 data-sets which were used in the paper Ada-Act: Adapting Activations from Data

Data-sets used

• Ionosphere
• Wheat Seeds
• Bank Note
• Sonar
• Wisconsin Breast Cancer
• Iris
• Car Evaluation
• Haberman's Survival
• Cleaveland Heart Disease
• Titanic
• Pima Indians Diabetes
• Agaricus Lepiota
• MNIST
• Fashion MNIST

Available code

• Benchmark Models
• Ada-Act Models

Available Data

• Best 5 runs per data-set per benchmark model, their means and standard deviations
• ~30 runs per Ada-Act data-set model, total mean/SD and best 5 mean/SD
• Graphs inspecting gradients via weight distributions, model accuracy, model loss, and parameter learning