cs249r_book
From public sourcesMachine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
Overview
- agentic-ai
- ai-agents
- artificial-intelligence
- cloud-ml
- computer-systems
- courseware
- deep-learning
- edge-machine-learning
- embedded-ml
- embodied-ai
- machine-learning
- machine-learning-systems
Installation
Commands are shown, never run by the marketplace. Check them against the official documentation.- Official websiteFrom public sourcesfrom catalog metadatamlsysbook.ai/ ↗
- Official release filesFrom public sourcesfrom the latest official releasegithub.com/harvard-edge/cs249r_book/releases/tag/book-v0.3.0 ↗
- Language package registrypythonFrom public sourcesfrom the package manifest — publication on the registry is not verified
pipx install mlsysbookNot verified: check that this package in the registry belongs to this project before installing.
pypi.org/project/mlsysbook/ ↗ - Build from sourceFrom public sourcesfrom catalog metadata
Build from source: no validated build recipe — follow the repository instructions.
github.com/harvard-edge/cs249r_book ↗
Compatibility
Unknown means no evidence was found — not that the product is incompatible.| Platform | Status | Architecture | Evidence | Confidence |
|---|---|---|---|---|
| Windows | Unknown | — | — | — |
| macOS | Unknown | — | — | — |
| Linux | Unknown | — | — | — |
| Web browser | Unknown | — | — | — |
| Server / self-hosted | Unknown | — | — | — |
| Container (OCI) | Unknown | — | — | — |
| Python | Compatible | — | official build in release mlsysim-v0.3.0: mlsysim-0.3.0-py3-none-any.whl | 0.60 |
Releases
checked Oct 30, 2026Files in 0.8.0
The marketplace does not host these files: downloads go to the official source. Files have not been scanned by us.
| File | Platform | Size | SHA-256 | Download from the official source |
|---|---|---|---|---|
| Machine-Learning-Systems-Vol1.epub | other | 11.5 MB | 4567ecf94144… | Official source ↗ |
| Machine-Learning-Systems-Vol1.pdf | other | 13.6 MB | 4b1e3ae180f5… | Official source ↗ |
Release history
- v0.7.2Aug 31, 2026Official source ↗
- v0.7.0Jun 24, 2026Official source ↗
- v0.5.1Jan 13, 2026Official source ↗
- v0.5.0Jan 13, 2026Official source ↗
- v0.4.2Jan 13, 2026Official source ↗
- v0.4.1Jan 13, 2026Official source ↗
- v0.4.0Jan 13, 2026Official source ↗
Quality profile
algorithm quality-v1.0 · assessed Oct 16, 2026Quality Score80
Risk Score10
Quality Score and Risk Score are different measures. A high score does not guarantee safety.
Score components
Maintenance · 2020
Documentation · 1515
Ready to use · 156
Metadata · 108
Releases · 1010
Category confidence · 105
Adoption · 1010
License clarity · 52
Community · 55
License
License unknownThis is the catalog policy status, not legal advice.
Sources
github.com/harvard-edge/cs249r_bookPrimary★ 29,024 starslast activity Oct 15, 2026Primary repository · Confidence 1.00
Reviews
No reviews yet.
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