Visibility winner
d2l-ai/d2l-zh
79.7K stars
Use this as the long-horizon mindshare read, not as the final answer.
Freshness winner
ultralytics/ultralytics
Momentum not captured in this snapshot
Last commit Aug 15, 2026
Adoption winner
d2l-ai/d2l-zh
8M/week
pypi package signal
Data completeness
Comparison confidence
1/3 package links
0/3 repos have weekly momentum in the current snapshot.
Compare up to four repositories with comma-separated owner/repo names. GitStar keeps missing package or momentum data explicit instead of flattening it into a false zero.
d2l-ai/d2l-zh currently leads on long-horizon mindshare with the strongest star base in this comparison. d2l-ai/d2l-zh has the strongest linked package footprint in this group.
GitStar keeps cross-repository gaps visible. Missing package mappings or partial momentum data lower confidence, but they do not stop the page from showing a directional read.
d2l-ai/d2l-zh currently leads on long-horizon mindshare with the strongest star base in this comparison.
Stars are strongest at showing durable visibility, not direct production fit.
ultralytics/ultralytics has the strongest current movement signal in this set.
Recent movement is missing from the current cache, so freshness falls back to commit recency.
d2l-ai/d2l-zh has the strongest linked package footprint in this group.
pypi usage is a better production proxy than stars when it exists.
This comparison lives in the same learning lane, so package usage and repo detail should carry more weight than raw stars alone.
Shared category overlap makes the comparison more decision-useful than a random popularity matchup.
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《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
Ultralytics YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking