labmlai/annotated_deep_learning_paper_implementations
- Total stars
- 67,677
- Today
- —No data
More actions
🧑🏫 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, ... 🧠
Save to My finds to follow releases and star growth. Saved in this browser.
About the project
A collection of simple PyTorch implementations of 60+ deep learning papers — transformers, GANs, optimizers, RL and more — with line-by-line annotated explanations. Helps understand algorithms directly from the source papers.
Useful for
- Study multi-head attention internals through line-by-line code annotations
- Copy an Adam or Sophia-G implementation into your own training setup
- Explore a DDPM or Stable Diffusion implementation for image generation
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →
Star growth looks organic. Data as of November 4, 2026, 12:30 UTC.
The star-growth assessment does not verify whether the project is safe to run.
Stars per day
Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.
Why it’s trending
- There are not enough fresh counter measurements for today's UTC day. The gain is unknown.
- GitHub Trending Python today: #16, +16 stars.
Measured growth: the last 7 completed days
New stars over 7 days: 87. +93% versus the preceding 7 days.
Daily measurements · UTC
- October 28, 2026
- 4
- October 29, 2026
- 9
- October 30, 2026
- 7
- October 31, 2026
- 12
- November 1, 2026
- 19
- November 2, 2026
- 20
- November 3, 2026
- 16
Largest measured day in the last 30 days: 20 · November 2, 2026. Days with data: 30.
Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: November 4, 2026, 12:29 UTC. Sources and measurement limits →
Three GitHub discoveries in each edition
What they do, why they are gaining interest, and what to check before using them.
Editions at 10:00, 16:00, 22:00 MSK.
Numbers
- Total stars
- 67,677
- Today
- Not enough measurements today
- Forks
- 6,781
- Issues and pull requests
- 299
- Watchers
- 495
- Language
- Python
- License
- MIT
- Created
- August 25, 2020
- Last push
- November 2, 2026
Star trust
Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.
These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.
Spotted in
- November 4, 2026GitHub Trending Python today: #16, +16 stars
README badge
Paste it into your README — the badge shows the current magnitude and links to this page.
[](https://gitnova.dev/en/r/labmlai/annotated_deep_learning_paper_implementations)