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tiny-gpt-from-scratch
tiny-gpt-from-scratch PublicBuild a small character-level GPT end-to-end in pure NumPy, starting from tokenization and array basics and ending with multi-head self-attention, Adam, and sampling. Each step grows the same codeb…
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q-learning-on-frozenlake-from-scratch
q-learning-on-frozenlake-from-scratch PublicBuild a tabular Q-learning agent that learns to navigate the FrozenLake environment using an epsilon-greedy exploration strategy. You'll implement every piece from the Q-table and update rule to tr…
Python
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support-vector-machine-from-scratch
support-vector-machine-from-scratch PublicBuild a linear Support Vector Machine end-to-end using only basic array operations, implementing the hinge loss, regularized objective, and gradient-based training loop. By the end you'll have a wo…
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market-making-betting-game-simulator
market-making-betting-game-simulator PublicBuild a market-making and betting-game simulator from the ground up: start with expected-value reasoning on dice and card games, then implement a quoting engine that trades against an informed coun…
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