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计算机科学

From transistors to transformers. Algorithms, AI, and the science of computation.

22 documents

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T0Domain Overview1

计算机科学 — 知识体系总纲

T1Branch1

Artificial Intelligence — 分支总纲

T2Deep Dive17

Computer Vision — 深入

Deep Learning — 完整深挖 (L1-L5)

9m read53 claims verified

Large Language Model — 完整深挖

Machine Learning — 深入

Natural Language Processing — 深入

Reinforcement Learning — 完整深挖

Transformer (Machine Learning Model)

Software Engineering

Algorithm — 深入

Big O Notation — 深入

Cryptography — 完整深挖

Data Structure — 深入

Computer Architecture — 深入

Computer Network — 深入

Database — 深入

Distributed Computing — 深入

Operating System — 深入

T3Special Topic3

Attention Mechanisms — 数学全解

RLHF & DPO — 对齐数学全解

Scaling Laws & Emergence — LLM缩放全解

GateBase — Understand any topic. From its original sources.