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algorithmic-analysis

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chigwell / fractal-tictactoe-analyzer

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A new package that processes user descriptions of fractal TicTacToe game states or strategies and returns structured analysis, such as identifying optimal moves, detecting winning patterns, or suggest

pattern-matching game-theory pattern-recognition structured-output algorithmic-analysis ai-training state-representation strategy-evaluation fractal-tictactoe-analysis optimal-moves winning-patterns-detection game-variation-suggestions game-state-parsing interactive-gameplay-assistance non-media-handling move-recommendation
  • Updated Dec 21, 2025
  • Python

Aavya05 / transformer_from_scratch

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Fully vectorized Transformer decoder implemented from scratch in NumPy with causal masking, autoregressive training, and empirical O(n²) complexity analysis.

machine-learning deep-learning optimization numpy linear-algebra transformer scientific-computing neural-networks research-project vectorization numerical-methods attention-mechanism backpropagation cross-entropy computational-complexity multi-head-attention algorithmic-analysis autoregressive-models transformer-decoder causal-masking
  • Updated Feb 14, 2026
  • Python

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