import numpy as np state_data = [] timeline = np.arange(0, replay.real_length.seconds, 5)
| Source | Format | Use Case | |--------|--------|----------| | | Binary / MPQ archive | Full game state reconstruction, player actions, timings | | Live game state (via API) | JSON (via SC2API) | Real-time bot development, decision-making models | | Match history (Blizzard API) | JSON | Win rates, map stats, ladder ranking | preparing game data starcraft 2
Here’s a comprehensive, step-by-step guide to for machine learning, replay analysis, or build order mining. 1. Understanding SC2 Data Sources You have three primary sources of game data: import numpy as np state_data = [] timeline = np
Example skeleton: