study roadmap

48 nodes · 82 edges · depth L0–L10 · 노드에 커서를 올리면 선행·후행이 밝아진다 · hover a node to light up its prerequisites and dependents

앞으로 이 순서대로 공부한다. 아래로 내려갈수록 선행 지식이 쌓이고, 선은 “위가 먼저”를 뜻한다. The order I plan to study in. Depth increases downward; an edge means the upper node comes first.

study roadmap L0L1L2L3L4L5L6L7L8L9L10 MATH-linalg MATH-prob SPACE-geometry CAUSAL-inference MATH-info INF-latent MATH-optim RL-mdp SPACE-estimation OT-transport INF-variational NN-backprop CTRL-mpc SPACE-slam GEN-vae GEN-gan GEN-score NN-tricks NN-generalize RL-value RL-pg SPACE-nerf GRAPH-gnn GEN-diffusion NN-cnn NN-rnn RL-ppo RL-alphago RL-offline UNC-uncertainty GEO-equivariance GEN-flow NN-transformer SCI-alphafold GEN-clip VIS-detect LLM-bertgpt SEQ-ssm SPEECH-audio INT-interp GEN-sd LLM-scaling LLM-inference LLM-peft LLM-reasoning RL-rlhf SYS-distributed SYS-kernel

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