google-deepmind/optax
Optax is a gradient processing and optimization library for JAX.
In plain words
Outside PRs: 6 in 10 merged. More than half of outside PRs got no reply.
Outside PRs merged
57%
4 merged, 3 closed, 34 still open
Higher than 14% of 559 other measured repositories
First human reply
Mostly unanswered
median of 41 outside PRs, 27 unanswered
Outside PRs opened 30 to 120 days ago, so each has had time to be answered. A figure needs at least 5 pull requests, otherwise it reads "Not enough data". How this is calculated · A number looks wrong?
Your first steps here
If you have never contributed to this project, do these in order.
- 1
Read the contributing guide
It says how to set the project up and what the maintainers expect in a pull request.
Open the guide - 2
Find something small
No first issue is free right now. Look for a typo, a missing test or an unclear error message, or ask where help is wanted.
Browse open issues - 3
Know where to ask
No chat was found. Ask on the issue you are working on; that is where maintainers look.
- 4
Sign the contributor agreement
A bot will ask you to sign a contributor licence agreement on your first pull request. It takes a minute.
- 5
Open a small pull request
Link the issue in it. Too few outside pull requests here to say how long a reply takes.
What happens to an outside pull request
Every pull request opened by someone outside the core team, 30 to 120 days ago.
- Opened by outsiders41100%
- Got a human reply1434%
- Merged410%
Time to first reply
After 2 days, 22% of outside PRs had a reply from a person. After a week, 24%. Bots do not count.
The last 52 weeks
Outside pull requests opened each week, and how many of them have been merged.
Starter issues
Issues labelled for beginners, with their real state. Available means open, unassigned, no linked pull request, nobody has claimed it in the last 14 days, and it was updated in the last 60 days.
No open issue carries a beginner label.
Issue replies: first human reply in 5 weeks (median of 5 issues).
When replies arrive
All maintainers counted together. Shown only when at least 3 people replied in the last 90 days, so it never describes one person.
Replies are most likely between 12:00 and 15:00 (India time).
Show as table
| Hour (India time) | Replies, all weekdays |
|---|---|
| 00:00 | 3 |
| 01:00 | 2 |
| 02:00 | 3 |
| 03:00 | 2 |
| 04:00 | 0 |
| 05:00 | 0 |
| 06:00 | 1 |
| 07:00 | 1 |
| 08:00 | 1 |
| 09:00 | 0 |
| 10:00 | 1 |
| 11:00 | 2 |
| 12:00 | 2 |
| 13:00 | 5 |
| 14:00 | 6 |
| 15:00 | 1 |
| 16:00 | 0 |
| 17:00 | 0 |
| 18:00 | 1 |
| 19:00 | 1 |
| 20:00 | 3 |
| 21:00 | 6 |
| 22:00 | 4 |
| 23:00 | 2 |
How to start
- Contributing guidefound
- Code of conductnot found
- Issue templatesnot found
- Dev container for one-step setupnot found
- A contributor licence agreement must be signed before a pull request is merged.
Where the project talks
No chat or mailing list link was found in the README or contributing guide.
Activity
- Commits, 90 days
- 34
- Releases, 12 months
- 2
- Active maintainers
- 6
- Last push
- 9 Oct 2026
Stack
Badge and feed
Two ways to use these figures outside this page.
For maintainers: a README badge
Shows newcomers how quickly this project answers and how often it merges. Paste the line into your README; the badge updates with the index.
[](https://contributable.vercel.app/repo/google-deepmind/optax)[](https://contributable.vercel.app/repo/google-deepmind/optax)For contributors: follow new issues
Add the feed to a feed reader (Feedly, Inoreader, Thunderbird) and you hear about new free starter issues here without checking the site.
https://contributable.vercel.app/feed/repo/google-deepmind/optaxFor developers: every figure on this page as JSON at /api/v1/repos/google-deepmind/optax.
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