leela-zero ☆
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Description:
Neural Network Go engine with no human-provided knowledge
Type: Formula  |  Tracked Since: Dec 28, 2025
Links: Homepage  |  formulae.brew.sh
Category: Ai ml
Tags: go ai neural-network game-engine reinforcement-learning
Install: brew install leela-zero
About:
LeelaZero is an open-source neural network Go engine that uses deep learning to play the game at a professional level. Unlike traditional engines, it learns solely through self-play reinforcement learning, mimicking the approach of AlphaGo Zero. This produces a highly efficient and powerful AI without relying on pre-programmed human strategies.
Key Features:
  • Neural network-based architecture
  • Self-play reinforcement learning
  • Open-source and community-driven
  • GPU acceleration support
Use Cases:
  • Playing high-level Go games
  • Analyzing Go game records and moves
  • Researching reinforcement learning algorithms
Alternatives:
  • KataGo – A more advanced open-source Go AI with stronger play strength and additional features like score estimation.
  • GNU Go – A classic open-source engine using traditional search algorithms, generally weaker than neural network-based engines.
Version History
Detected Version Rev Change Commit
Sep 15, 2025 4:02pm 11 VERSION_BUMP e1d7362e
Dec 16, 2024 6:40am 9 VERSION_BUMP 3d8e24d2
Sep 14, 2024 2:09pm 0 VERSION_BUMP 72f94f77
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