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Not sure where to start? This week’s hottest software, models and stacks in three minutes.

AI Apps▾

AI software people use: from assistants like ChatGPT to tools for coding, video and workflows, picked by purpose.

For Agents▾

Software for AI: tools that let your agent (Claude Code, Codex, Cursor…) browse, read docs, run code and remember.

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Choose models, estimate cost, self-host: prices, rankings, benchmarks, free tiers and compute.

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A goal or an error message? Ready-made stacks, steps and fixes by scenario.

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A systematic course from zero to the frontier, with an algorithm library, must-read papers and tutorials.

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Daily AI news, weekly highlights, the latest papers and how AI is changing every discipline.

// ⌬ Algorithms Atlas

Graph Neural Networks & AI for Science

Graph models like GCN and GAT, plus science systems like AlphaFold and AlphaGeometry.

See all 3 ↓ All areas →

3 core0 extended2016–2024

TIMELINE

2016 Graph Neural N2021 AlphaFold 22024 AlphaGeometry

01Core algorithms

Learn these first. Sorted by year.

Graph Neural Networks (GCN / GAT) Nodes update by aggregating their neighbors' features. 2016core AlphaFold 2 Predicts protein 3D structure from sequence at near-experimental accuracy. 2021core AlphaGeometry (Neuro-Symbolic Reasoning) An LM proposes constructions; a symbolic engine proves olympiad geometry. 2024core

02Course units that teach these

U94 AI for Science & Domain Applications Graph neural networks, AlphaFold, AlphaGeometry and automated research — linked with AIMap’s “AI × Disciplines” section. 10 h4 algorithms3 papers

Data updated: AI algorithms & curriculum(UTC+8)