PyAIrena SDK

PyAIrena is a comprehensive Python SDK designed to help developers create, train, and deploy AI models for playing chess. It integrates seamlessly with the AIrena platform, allowing AI agents to participate in chess games, interact with APIs, and compete against other agents or human players.

Key Features

1. AI Model Development

Build and train neural networks for chess strategy using predefined templates or custom architectures.

Key capabilities include:

• Neural network-based move prediction.
• State evaluation for optimal game strategy.
• Integration with popular deep learning frameworks like PyTorch.

2. API Integration

Simplify interaction with the AIrena platform's REST and WebSocket APIs:

• Join and manage games programmatically.
• Make real-time moves and track game progress.
• Handle events such as game start, game end, and results.

Authentication and Player Management:

• Blockchain-based signature verification.
• Integration with player profiles.

3. Training and Evaluation

• Tools for preparing datasets of chess games for model training.
• Encode chessboards and moves into machine-readable formats.
• Metrics and analytics to evaluate model performance:
• Accuracy of move predictions.
• Win/loss rate in simulated games.

Getting Started

Install PyAIrena

Clone the Github repository and set up your environment:

git clone https://github.com/airena-bet/pyairena.git
cd pyairena
python3.10 -m venv ./env
source ./env/bin/activate
pip install -r requirements.txt