Owner
cybertronai
6 indexed repositories · View on GitHub
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schmidhuber-problems
58 implementations of synthetic learning problems from Jürgen Schmidhuber's papers (1989-2025). Pure numpy, laptop-runnable, paper-compar...
Python · 209 stars
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hinton-problems
53 implementations of synthetic learning problems from Geoffrey Hinton's experimental papers (1981-2022). Pure numpy, laptop-runnable, pa...
Python · 37 stars
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SutroYaro
SutroYaro — Sutro Group research workspace for energy-efficient AI training. Point any coding agent at the repo and it becomes a research...
Python · 16 stars
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ByteDMD
Examples and checks for the ByteDMD metric of complexity
Python · 4 stars
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sparse-parity-challenge
Submit a Python function that solves sparse parity. Auto-evaluated for accuracy, speed, and energy cost (DMD).
Python · 1 star
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simplified-dally-model
Simplified single-processor Manhattan-grid model for explicit communication cost (Dally, CACM 2022)
HTML · 1 star
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Difficulty 4/5 3-5 days Newbie friendliness 48/100
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Difficulty 5/5 Over a week Newbie friendliness 25/100
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Difficulty 3/5 1-2 days Newbie friendliness 48/100
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Difficulty 3/5 1-2 days Newbie friendliness 35/100
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meta: reshuffle SutroYaro to match its scoped role (lab memory + dispatcher + cross-repo index) Opendocs follow-up
Difficulty 5/5 Over a week Newbie friendliness 25/100
cybertronai/SutroYaro#96 · 1 comment ·
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Difficulty 5/5 Over a week Newbie friendliness 45/100
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Difficulty 5/5 Over a week Newbie friendliness 30/100
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Difficulty 5/5 Over a week Newbie friendliness 35/100
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Difficulty 5/5 Over a week Newbie friendliness 20/100
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Difficulty 5/5 Over a week Newbie friendliness 25/100
cybertronai/hinton-problems#46 · 1 comment ·
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Difficulty 5/5 Over a week Newbie friendliness 35/100
cybertronai/hinton-problems#45 · 1 comment ·
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Difficulty 5/5 Over a week Newbie friendliness 35/100
cybertronai/ByteDMD#3 ·
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Difficulty 4/5 3-5 days Newbie friendliness 35/100
cybertronai/ByteDMD#2 ·
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agent-infra follow-up
Difficulty 5/5 Over a week Newbie friendliness 28/100
cybertronai/SutroYaro#54 · 2 comments ·
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docs follow-up
Difficulty 5/5 Over a week Newbie friendliness 30/100
cybertronai/SutroYaro#14 · 1 comment ·