A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
active 2025-01-19 → 2026-07-21 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 549 days from 2025-01-19 to 2026-07-21. Pushes: 47 total, peak 4 in a day. Pull requests: 41 total, peak 3 in a day. Issues: 4 total, peak 2 in a day. Comments: 11 total, peak 2 in a day. Stars: 34 total, peak 1 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| copybara-service[bot] | 83 | 47 | 36 | 0 |
| ShardulNalegave | 3 | 0 | 0 | 2 |
| Neit272 | 2 | 0 | 0 | 2 |
| Lao666-bot | 2 | 0 | 0 | 0 |
| FSet89 | 1 | 0 | 0 | 1 |
| tbekolay | 1 | 0 | 1 | 0 |
| anasvaf | 1 | 0 | 0 | 1 |
| Atchayasree03 | 1 | 0 | 1 | 0 |
| shoaib-niazi | 1 | 0 | 0 | 1 |
| methylDragon | 1 | 0 | 1 | 0 |
| salmanmkc | 1 | 0 | 1 | 0 |
| UsingtcNower | 1 | 0 | 0 | 1 |
| google-cla[bot] | 1 | 0 | 0 | 1 |
| Sai-222777 | 1 | 0 | 0 | 1 |
| ningjingzhiwei | 1 | 0 | 0 | 0 |
| review-notebook-app[bot] | 1 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Pull request#1281copybara-service[bot]2026-05-07 07:11
- Pull request#1278copybara-service[bot]2026-05-02 12:26
- Issue comment#1180FSet892026-04-09 06:43ValueError: `to_annotate` can only be a `keras.layers.Layer` instance. You passed an instance of type: Dense.
- Issue#1272Lao666-bot2026-03-24 01:35tensorflow-model-optimization fails to import in official tensorflow:2.15.0 Docker image due to TF_USE_LEGACY_KERAS=1 and missing tf_keras
- Issue#1272Lao666-bot2026-03-24 01:35tensorflow-model-optimization fails to import in official tensorflow:2.15.0 Docker image due to TF_USE_LEGACY_KERAS=1 and missing tf_keras
- Pull request#1266copybara-service[bot]2026-03-08 00:30
- Pull request#1265copybara-service[bot]2026-02-17 03:18
- Pull request#1263copybara-service[bot]2026-02-15 09:37
- Pull request#1252copybara-service[bot]2026-02-05 18:38
- Pull request#1259copybara-service[bot]2026-02-05 10:41
- Pull request#1258copybara-service[bot]2026-02-01 05:12
- Issue comment#1256google-cla[bot]2026-01-28 10:44docs: clarify quantized Add + tanh fusion limitation in TFLite
- Pull request#1256Atchayasree032026-01-28 10:43
- Pull request#1254copybara-service[bot]2026-01-23 05:59
- Pull request#1245copybara-service[bot]2026-01-12 04:14
- Pull request#1244copybara-service[bot]2026-01-11 14:06
- Issue comment#1242review-notebook-app[bot]2026-01-09 17:39Replace unicode escaped characters in ipynb files
- Pull request#1240copybara-service[bot]2026-01-07 10:11
- Pull request#1239copybara-service[bot]2025-12-29 07:32
- Issue comment#1182shoaib-niazi2025-12-26 06:20First Conv2D layer in model cannot be pruned with structured sparsity (sparsity_m_by_n)
- Pull request#1234salmanmkc2025-12-19 00:27
- Pull request#1230copybara-service[bot]2025-12-08 05:55
- Pull request#1226copybara-service[bot]2025-11-30 06:19
- Pull request#1225copybara-service[bot]2025-11-29 08:36
- Pull request#1224methylDragon2025-11-26 01:16
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 34 stars here means stars gained during the window, not the repo's star count.