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labmlai/annotated_deep_learning_paper_implementations

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Description

🧑‍🏫 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, ... 🧠

Homepage

https://github.com/labmlai/annotated_deep_learning_paper_implementations

Project metadata as of .

Related Packages

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SystemPackage
PyPIlabml-nn
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OpenSSF scorecard

The Open Source Security Foundation is a cross-industry collaboration to improve the security of open source software (OSS). The Scorecard provides security health metrics for open source projects.

View information about checks and how to fix failures.

Score
2/10
Scorecard as of .
Code-Review
2/10
Determines if the project requires human code review before pull requests (aka merge requests) are merged.
Reasoning
Found 5/20 approved changesets -- score normalized to 2
Maintained
0/10
Determines if the project is "actively maintained".
Reasoning
0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
CII-Best-Practices
0/10
Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.
Reasoning
no effort to earn an OpenSSF best practices badge detected
Security-Policy
0/10
Determines if the project has published a security policy.
Reasoning
security policy file not detected
License
10/10
Determines if the project has defined a license.
Reasoning
license file detected
Fuzzing
0/10
Determines if the project uses fuzzing.
Reasoning
project is not fuzzed
Branch-Protection
0/10
Determines if the default and release branches are protected with GitHub's branch protection settings.
Reasoning
branch protection not enabled on development/release branches
Binary-Artifacts
10/10
Determines if the project has generated executable (binary) artifacts in the source repository.
Reasoning
no binaries found in the repo
SAST
0/10
Determines if the project uses static code analysis.
Reasoning
SAST tool is not run on all commits -- score normalized to 0
Vulnerabilities
0/10
Determines if the project has open, known unfixed vulnerabilities.
Reasoning
85 existing vulnerabilities detected