labmlai

labmlai/annotated_deep_learning_paper_implementations

Newly Added

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

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Contributor Distribution

Core Team PRs
Percentage of PRs created by the core team
42.0%
Community PRs
Percentage of PRs created by the community
58.0%
Bot PRs
Percentage of PRs created by bots
0.0%

Review-Merge Coverage

Review-Merge Rate
Percentage of merged PRs that received reviews
2.0%

Merge Time

Overall Median Merge Time
Median time from PR creation to merge
13.3 hours

Request Approval Time

No approval time data available

Bot Activity

No bot activity data available

Review Funnel

Review Rate
Percentage of PRs that received reviews
2.0%
Approval Rate
Percentage of reviewed PRs that were approved
50.0%

Review Turnaround

Turnaround Time
Median time to first review
3.3 weeks
Reviewed in an Hour
PRs that received a review within 1 hour
50.0%

Review Wait Time

Overall Median Wait Time
Median overall wait time per PR
0 seconds