CB

cs249r_book

Latest Version: v0.1.9

Introduction to Machine Learning Systems

Owner: harvard-edge

CompareRepo
OSS

Stars

20.6k

GitHub star count

Last Release

1 months ago

v0.1.9

Contributors

86

N/A

Health Score

N/A

N/A

Key Features

  • artificial intelligence

  • cloud ml

  • computer systems

  • courseware

  • deep learning

Tech Stack

JavaScript

About

Introduction to Machine Learning Systems

cs249r_book is a open-source project built primarily with JavaScript and maintained by harvard-edge. The project is distributed under the NOASSERTION license.

Current DevRadar signals show community adoption at 20.6K stars, 2.4K forks, 86 contributors. Freshness signals include latest version v0.1.9, last release 2026-02-18, last commit 2026-02-22. Current discovery action is "watch", with ongoing monitoring of maintenance and ecosystem momentum.

Analyst Note

TinyTorch v0.1.9 introduces computed values in docs, a VS Code extension, and refined progressive disclosure for clearer ML systems education.

Best For

  • Technical stack evaluation for engineering teams
  • Dependency governance and upgrade planning in production systems
  • Track delivery cadence and release quality from harvard-edge
  • artificial intelligence

Not Ideal For

  • Release cadence may shift with maintainer priorities; plan controlled upgrade windows

Typical Use Cases

Technical stack evaluation for engineering teamsDependency governance and upgrade planning in production systemsTrack delivery cadence and release quality from harvard-edge

Decision Snapshot

  • Product type: Open Source
  • Primary language: JavaScript
  • Pricing model: Free
  • License: NOASSERTION
  • Last Release: 2/18/2026
Data Basis
  • Last Sync: Feb 22, 2026, 09:28 AM
  • Metrics Updated: Feb 19, 2026, 11:07 AM
  • Completeness: 100%
  • Last Verified: Feb 22, 2026, 09:28 AM

Data Status

Stale
Last SyncFeb 22, 2026, 09:28 AM
Metrics UpdatedFeb 19, 2026, 11:07 AM
Completeness100%
Last VerifiedFeb 22, 2026, 09:28 AM

Pros & Cons

Pros

  • Strong community adoption.
  • Broad maintainer participation.
  • Active maintenance cadence.

Cons

  • -Release cadence may shift with maintainer priorities; plan controlled upgrade windows

All Metrics

Adoption

4/4
Stars20.6k
Forks2.4k
Open Issues39
Contributors86

Health

0/4
Health ScorePending
Trend ScorePending
Activity ScorePending
Reliability ScorePending

Core

3/5
Latest Versionv0.1.9
Last Release2/18/2026
Last Commit2/22/2026
StatusPending
Activity LevelPending

Security

0/1
Security ScorePending

Alternatives

N/A