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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']))" | |
``` |