# balanced-TCP

**Repository Path**: shenghsin/balanced-TCP

## Basic Information

- **Project Name**: balanced-TCP
- **Description**: No description available
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-12-28
- **Last Updated**: 2021-12-28

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# balanced-TCP
This project is an experimental implementation of the paper "Balance Calibration for Identifying Incorrect Classifications with Distinguishable Uncertainty" (under review in AISTATS 2022).

![avatar](balanced-TCP.png)

# dataset extension
Override new subclass of torch.utils.data.Dataset  
Implement init(), __getitem__() and __len__()  
Save your code into balanced-TCP/helpers/MyDataset.py

# network extension
Setup a new .py file into balanced-TCP/models/  
Inherit torch.nn.Module  
Implement init() and forward()  
Follow the examples given in balanced-TCP/models/

# experiment extension
Setup a new .yaml file into balanced-TCP/conf/  
Follow the examples given in balanced-TCP/conf/  
Revise balanced-TCP/RUNME.sh for detailed settings