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| # Installation | |
| Before you start, you will need to setup your environment and install the appropriate packages. π€ Evaluate is tested on **Python 3.7+**. | |
| ## Virtual environment | |
| You should install π€ Evaluate in a [virtual environment](https://docs.python.org/3/library/venv.html) to keep everything neat and tidy. | |
| 1. Create and navigate to your project directory: | |
| ```bash | |
| mkdir ~/my-project | |
| cd ~/my-project | |
| ``` | |
| 2. Start a virtual environment inside the directory: | |
| ```bash | |
| python -m venv .env | |
| ``` | |
| 3. Activate and deactivate the virtual environment with the following commands: | |
| ```bash | |
| # Activate the virtual environment | |
| source .env/bin/activate | |
| # Deactivate the virtual environment | |
| source .env/bin/deactivate | |
| ``` | |
| Once you have created your virtual environment, you can install π€ Evaluate in it. | |
| ## pip | |
| The most straightforward way to install π€ Evaluate is with pip: | |
| ```bash | |
| pip install evaluate | |
| ``` | |
| Run the following command to check if π€ Evaluate has been properly installed: | |
| ```bash | |
| python -c "import evaluate; print(evaluate.load('exact_match').compute(references=['hello'], predictions=['hello']))" | |
| ``` | |
| This should return: | |
| ```bash | |
| {'exact_match': 1.0} | |
| ``` | |
| ## source | |
| Building π€ Evaluate from source lets you make changes to the code base. To install from source, clone the repository and install with the following commands: | |
| ```bash | |
| git clone https://github.com/huggingface/evaluate.git | |
| cd evaluate | |
| pip install -e . | |
| ``` | |
| Again, you can check if π€ Evaluate has been properly installed with: | |
| ```bash | |
| python -c "import evaluate; print(evaluate.load('exact_match').compute(references=['hello'], predictions=['hello']))" | |
| ``` |