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Hate Speech Detection with Machine Learning

This repository contains code and resources for a project on hate speech detection using machine learning.

Project Description

Hate speech is a serious problem online, causing harm and creating hostile environments. This project aims to develop a machine learning model to automatically detect hate speech in text data.

Getting Started

This project requires Python 3 and several libraries. You can install the required dependencies using pip:

Note: Make sure you have the necessary libraries like TensorFlow or PyTorch installed based on the chosen framework.

Data

The dataset used for training the model is not included in this repository due to size or privacy concerns. You can find information about obtaining a suitable dataset for hate speech detection online.

Usage

1.Clone this repository:

Bash

git clone https://github.com/your-username/hate-speech-detection.git

Use code with caution.

2. Navigate to the project directory:

Bash

cd hate-speech-detection

Use code with caution.

3. Train the model:

Bash

python train.py

Use code with caution.

4. Evaluate the model:

Bash

python evaluate.py

Use code with caution.

Note: The specific commands might differ depending on your implementation. Refer to the provided scripts (train.py and evaluate.py) for detailed instructions.

Contributing

We welcome contributions to this project!

License

This project is license-free.

Contact

If you have any questions or feedback, please feel free to create an issue on this repository.

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