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Updated README with wiki, updated data_explorer.ipynb
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advaithsrao committed Oct 19, 2023
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13 changes: 1 addition & 12 deletions README.md
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Expand Up @@ -5,7 +5,6 @@ Fraud Detection Package with fine-tuned RoBERTa model, equipped with ethical con
- [Fraud-Detector](#fraud-detector)
- [Team](#team)
- [Steps to run](#steps-to-run)
- [Step 1](#step-1)
- [Abstract](#abstract)
- [Dataset Description](#dataset-description)
- [Proposed Methodology](#proposed-methodology)
Expand All @@ -21,17 +20,7 @@ Fraud Detection Package with fine-tuned RoBERTa model, equipped with ethical con

## Steps to run

### Step 1

Create an environment with poetry file

```shell
pip3 install poetry

poetry install

poetry shell
```
**All helper functions and run steps can be found here: https://github.com/advaithsrao/Fraud-Detector/wiki/Repository-Helpers**

## Abstract
In today's data-driven landscape, the detection of fraud emails within corporate communications is critical. With email communication still being the most used mode of communication in organizations, hackers over time have found creative ways to bypass several security layers. In 2022 alone, email-based scams have led to losses of over $2.7 billion.
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