Source: https://seerepo.com/compare/labmlai/annotated_deep_learning_paper_implementations/vs/tensorflow/models
Markdown source: https://seerepo.com/compare/labmlai/annotated_deep_learning_paper_implementations/vs/tensorflow/models.md
Description: annotated_deep_learning_paper_implementations and models share 6 technologies: matplotlib, torch, torchvision, einops, opencv-python, and pillow. Both are written in Python.

# annotated_deep_learning_paper_implementations vs models

annotated_deep_learning_paper_implementations and models share 6 technologies: matplotlib, torch, torchvision, einops, opencv-python, and pillow. Both are written in Python.

- [labmlai/annotated_deep_learning_paper_implementations](https://seerepo.com/r/labmlai/annotated_deep_learning_paper_implementations): 🧑‍🏫 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, ... 🧠
- [tensorflow/models](https://seerepo.com/r/tensorflow/models): Models and examples built with TensorFlow

## What they share and what sets them apart

- In common: matplotlib, torch, torchvision, einops, opencv-python, pillow
- Only in annotated_deep_learning_paper_implementations: fairscale
- Only in models: FastAPI, Google, Google Cloud Storage, seaborn, google-auth-oauthlib, cupy-cuda12x, TensorFlow, tf-keras, sentencepiece, scikit-image, scikit-learn, nltk, tritonclient, psutil

## Side by side

| | annotated_deep_learning_paper_implementations | models |
|---|---|---|
| Size | 40,162 lines written, 213 code files | 644,066 lines written, 1,857 code files |
| Who writes it | 0% of its commits signed by AI | 0% of its commits signed by AI |
| Activity | Last push November 2, 2026, 821 commits, 67,684 stars | Last push November 2, 2026, 8,558 commits, 77,633 stars |
| Tests | 2 test files. 1.9% of its code files have a test that imports them | 778 test files. 45.4% of its code files have a test that imports them |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## Frequently asked questions

### Which is bigger, annotated_deep_learning_paper_implementations or models?

models, with 644,066 lines written; annotated_deep_learning_paper_implementations has 40,162.

The proof: [tensorflow/models's code at commit 19f2877](https://github.com/tensorflow/models/tree/19f287775ae950e22a9b5fb82727e72cff2e3664)

### Which has more GitHub stars, annotated_deep_learning_paper_implementations or models?

models, with 77,633 stars; annotated_deep_learning_paper_implementations has 67,684.

The proof: [tensorflow/models on GitHub](https://github.com/tensorflow/models)

### Which has more tests, annotated_deep_learning_paper_implementations or models?

models, with 778 test files; annotated_deep_learning_paper_implementations has 2.

The proof: [tensorflow/models's code at commit 19f2877](https://github.com/tensorflow/models/tree/19f287775ae950e22a9b5fb82727e72cff2e3664)

### Which was updated more recently, annotated_deep_learning_paper_implementations or models?

Both got their last push on November 2, 2026.

The proof: [tensorflow/models's commits on GitHub](https://github.com/tensorflow/models/commits)

## Sources

- labmlai/annotated_deep_learning_paper_implementations: Read on November 5, 2026, at commit db59a04 (https://github.com/labmlai/annotated_deep_learning_paper_implementations/tree/db59a04a8a2c6af922f1656f8c0fd113dd9a51b8)
- tensorflow/models: Read on November 4, 2026, at commit 19f2877 (https://github.com/tensorflow/models/tree/19f287775ae950e22a9b5fb82727e72cff2e3664)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.