NVIDIAGameWorks/kaolin - Open Source PR Review Scorecard

A PyTorch Library for Accelerating 3D Deep Learning Research

C-Rank Grade: B (Solid) - 54/100

External PR Merge Rate: 75%

Response Time: 11h

First Timer Success: 100%

Frequently Asked Questions

Is NVIDIAGameWorks/kaolin welcoming to first-time open-source contributors?

NVIDIAGameWorks/kaolin has a recorded first-timer success rate of 100.0%. Repositories ranked B typically provide actionable feedback during code reviews and actively nurture new community contributors.

How fast can I expect code review feedback on my pull request?

Maintainers in NVIDIAGameWorks/kaolin respond to incoming external pull requests in approximately 10.6 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 54.4 C-Rank™ score (B Tier) represent?

The C-Rank™ system evaluates GitHub projects on a 0–100 scale using real data: PR merge rates, review turnaround time, active maintainer presence, and first-time contributor success. A score of 54.4 places NVIDIAGameWorks/kaolin in the B tier.

What is the external contributor pull request merge rate for NVIDIAGameWorks/kaolin?

The external contributor pull request merge rate for NVIDIAGameWorks/kaolin is 75.0%, based on public PR activity from non-core contributors.

Are there Good First Issues available in NVIDIAGameWorks/kaolin?

NVIDIAGameWorks/kaolin does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.

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NVIDIAGameWorks/kaolinB•Solid5.2k
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NVIDIAGameWorks/kaolin

5,160
InactiveB•Solid(54/100)Low Sample (<20 PRs)Python

A PyTorch Library for Accelerating 3D Deep Learning Research

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AI Maintainer Review Guidelines

Review Persona

Active Open-Source Maintainer

Warmth Score
7.8/10
Patience Score
8.2/10
Nitpick Rate
20%

Active maintainer team in NVIDIAGameWorks/kaolin welcoming community pull requests and bug fixes.

Top PR Submission Do's

  • •Ensure code complies with repository style conventions
  • •Keep PRs focused and well-documented

Top PR Friction Pitfalls (Don'ts)

  • •Do not submit unlinked PRs without context
  • •Do not break existing automated test suites
Response Velocity
10 hours
Standard maintainer review cycle

Average Response Latency

Tracks hours until a maintainer leaves a review, comment, or PR response.

Merge Efficiency
75.0%
Moderate PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
100.0%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
2 core
Small core review team
Diagnostic Health HUD
75.0%
Merge Gauge
100.0%
1st-Timer
Community Vibe82/100

Embed C-Rank Badge

Show contributors that your repository actively reviews and merges external pull requests.

GetMerged C-Rank badge for NVIDIAGameWorks/kaolin
[![GetMerged C-Rank](https://getmerged.abhishekco.de/api/badge/NVIDIAGameWorks/kaolin)](https://getmerged.abhishekco.de/NVIDIAGameWorks/kaolin?utm_source=github&utm_medium=badge)

Active Good First Issues (0)

View on GitHub

No cached good first issues currently tracked for NVIDIAGameWorks/kaolin.

View all good first issues directly on GitHub

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Contributor Community Vibe Feedback

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Contributor Compatibility & Review Speed Analysis for NVIDIAGameWorks/kaolin

When evaluating whether to contribute to NVIDIAGameWorks/kaolin, response velocity and maintainer engagement are crucial. GetMerged continuously tracks pull request trajectories, first-comment latency, and code review rounds to help developers avoid submitting pull requests to backlogged repositories.

Currently, maintainers of NVIDIAGameWorks/kaolin acknowledge new external contributions in approximately 10 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 75.0% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to NVIDIAGameWorks/kaolin

01

Is NVIDIAGameWorks/kaolin welcoming to first-time open-source contributors?

NVIDIAGameWorks/kaolin has a recorded first-timer success rate of 100.0%. Repositories ranked Solid typically provide actionable feedback during code reviews and actively nurture new community contributors.

02

How fast can I expect code review feedback on my pull request?

The initial maintainer response time averages ~10 hours. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 54.4 C-Rank™ score represent?

The C-Rank™ index scores repositories on a 0 to 100 scale using an objective formula: external PR merge rates, initial response speed, active maintainer count, and first-time contributor retention. A score of 54.4 places NVIDIAGameWorks/kaolin in the Solid tier.

04

What is the external contributor pull request merge rate for NVIDIAGameWorks/kaolin?

The external pull request merge rate is 75.0%. GetMerged isolates non-core community contributions so external developers get an accurate benchmark of PR acceptance probability.

05

Are there beginner Good First Issues open in NVIDIAGameWorks/kaolin?

NVIDIAGameWorks/kaolin does not have open beginner labels indexed currently, but external PRs for bugs and documentation improvements are evaluated via normal issue triage.

GetMerged C-Rank™ Indexing Standard

All metrics displayed for NVIDIAGameWorks/kaolin are automatically retrieved via the public GitHub API and recalculated daily. Insider pull requests submitted by repository owners or organization members are excluded from merge rate calculations to preserve objective external contributor statistics.