SUMMARY AI summary by gpt-5-mini
Connect Four — AI Player is a Python/Pygame implementation of Connect Four (6×7) that supports Human vs Human and Human vs AI play. It’s aimed at developers, learners, or players who want a local playable game plus a readable example of a Minimax-based AI. Key features: - Pygame UI with mouse-driven moves. - Human vs Human and Human vs AI modes (AI is Player 1, red). - AI in aiplayer1.py: immediate win/block checks, Minimax with alpha‑beta pruning (depth 4 default), and center-first move ordering. - Handcrafted heuristic that scores 4/3/2-in-a-row patterns and center control (e.g., +100000 for 4-in-a-row, +5000 for 3-in-a-row, −70000 to prioritize blocking opponent). - aiplayer2.py provides a random baseline agent. - Simple file structure and install via pip (numpy, pygame). Limitations: fixed default depth for performance, AI move triggered by mouse click, draw states detected but not displayed in UI.
Language breakdown (by bytes)
Why this is classified AI-related
The AI relevance score checks four places for AI keywords and adds the weight of each one that matches. Full methodology
Total AI relevance score: 75 / 100
Position among AI repos in the same language
We track 12,547 Python repos, of which 9,693 score 40 or above on AI relevance. 2,091 have more stars than this one (top 16.7%), and 563 score higher (top 4.5%).
Owner
Coding, creating, overthinking — usually with espresso nearby.
Dates
| Created on GitHub | 2026-05-23 |
| Last push | 2026-05-23 |
| First seen here | 2026-05-23 |
| Last fetched | 2026-08-19 16:15 |
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