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harvard-edge/cs249r_book

Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai

–Rank now
#15Peak rank
2Days on list
64Score · 7d
Nov 5, 2026First seen
Rank · 7 days

About harvard-edge/cs249r_book

A model that scores well on a benchmark still has to fit in memory, meet a latency budget, stay within a power limit, and fail safely in front of real people. Those constraints decide the architecture, and they follow laws that outlast any framework or chip. Memory bandwidth, network latency, energy, and failure rates govern a microcontroller with 256 KB of memory and an accelerator in a datacenter alike, even…

Description and README excerpt from harvard-edge/cs249r_book on GitHub ↗.

Trending history

harvard-edge/cs249r_book was first seen on GitHub · Trending Python today on Nov 5, 2026. Since then it has appeared in 8 checks on 2 different days. Its best position was #15 of 17, reached on Nov 6, 05:49 UTC. It dropped off the list after Nov 6, 08:49 UTC.

Rank history

Position on GitHub · Trending Python today at every check (lower is better).

#1#7#12#18 11:4917:0422:1903:3408:49 Nov 5, 11:49 UTC · #16Nov 5, 14:49 UTC · #16Nov 5, 17:49 UTC · #16Nov 5, 20:49 UTC · #16Nov 5, 23:49 UTC · #16Nov 6, 02:49 UTC · #16Nov 6, 05:49 UTC · #15Nov 6, 08:49 UTC · #15

Last 14 days

Best rank per day (UTC).

Oct 26today

Metric history

Platform metric as reported by GitHub.

03671108 11:4917:0422:1903:3408:49 Nov 5, 11:49 UTC · 108Nov 5, 14:49 UTC · 108Nov 5, 17:49 UTC · 108Nov 5, 20:49 UTC · 108Nov 5, 23:49 UTC · 108Nov 6, 02:49 UTC · 80Nov 6, 05:49 UTC · 80Nov 6, 08:49 UTC · 80

Questions

Is harvard-edge/cs249r_book trending on GitHub Trending right now?

Not at the moment. It was last on the list on Nov 6, 08:49 UTC, after 2 days of trending.

What is the highest rank harvard-edge/cs249r_book reached?

#15 on GitHub · Trending Python today, on Nov 6, 05:49 UTC. Trendoday checks this list every 180 minutes.

How long has harvard-edge/cs249r_book been trending?

It was first seen on Nov 5, 2026 and has been on the list on 2 days (8 checks) since.