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- genpark-bimatrix-nash-equilibrium-solver-skill Public
Bimatrix strategic game solver detecting pure Nash equilibria and computing mixed Nash equilibria for 2x2 matrix games.
- genpark-top-trading-cycles-ttc-skill Public
Shapley-Scarf Top Trading Cycles (TTC) algorithm for Pareto-efficient, core-stable, strategy-proof indivisible resource allocation.
- genpark-vcg-auction-truthful-mechanism-skill Public
Vickrey-Clarke-Groves (VCG) truthful mechanism design auction engine ensuring dominant strategy incentive compatibility.
- genpark-shapley-value-cooperative-game-skill Public
Shapley value cooperative game theory engine computing axiomatic fair profit allocation across collaborating agents.
- genpark-gale-shapley-stable-matching-skill Public
Gale-Shapley deferred acceptance algorithm engine solving stable matching problems with Pareto-optimal proposer guarantees.
- genpark-adamw-decoupled-weight-decay-skill Public
AdamW optimizer engine decoupling L2 weight decay regularization from adaptive gradient first and second moments.
- genpark-lion-evolved-sign-momentum-skill Public
Lion (EvoLved Sign Momentum) optimizer utilizing sign operations for memory-efficient uniform gradient updates.
- genpark-lookahead-k-step-optimizer-skill Public
Lookahead optimizer wrapper stabilizing optimization trajectories by interpolating fast and slow weights every k steps.
- genpark-l2-gradient-clipping-norm-skill Public
Global L2 norm adaptive gradient clipping engine to mitigate exploding gradients during deep neural network training.
- genpark-sgdr-cosine-annealing-restarts-skill Public
SGDR: Stochastic Gradient Descent with Warm Restarts and Cosine Annealing learning rate schedule engine.
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