A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch
active 2023-08-15 → 2026-06-07 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 1028 days from 2023-08-15 to 2026-06-07. Pushes: 13 total, peak 5 in a day. Pull requests: 5 total, peak 1 in a day. Issues: 20 total, peak 5 in a day. Comments: 25 total, peak 3 in a day. Stars: 320 total, peak 4 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 |
|---|---|---|---|---|
| ranganathkrishnan | 29 | 10 | 2 | 9 |
| dzy666fly | 4 | 0 | 0 | 2 |
| bryanmooremd | 4 | 0 | 0 | 2 |
| szhaoesat | 4 | 0 | 0 | 2 |
| Peter-sth | 4 | 0 | 0 | 0 |
| famura | 3 | 0 | 0 | 3 |
| michaelbeale-IL | 3 | 3 | 0 | 0 |
| junliang-lin | 3 | 0 | 1 | 2 |
| dashangyanhua | 2 | 0 | 0 | 1 |
| giulioturrisi | 2 | 0 | 0 | 2 |
| msubedar | 1 | 0 | 0 | 1 |
| arose13 | 1 | 0 | 1 | 0 |
| profPlum | 1 | 0 | 0 | 0 |
| rewat7 | 1 | 0 | 1 | 0 |
| amirshamaei | 1 | 0 | 0 | 0 |
| staco-tx-mli | 1 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Issue#38Peter-sth2025-08-08 07:59Strange Negative Predictions and High Variance Issue in Bayesian Neural Networks for Uncertainty Prediction
- Issue#38Peter-sth2025-08-08 07:55Strange Negative Predictions and High Variance Issue in Bayesian Neural Networks for Uncertainty Prediction
- Issue#38Peter-sth2025-08-08 07:55Strange Negative Predictions and High Variance Issue in Bayesian Neural Networks for Uncertainty Prediction
- Issue#38Peter-sth2025-04-27 02:12Strange Negative Predictions and High Variance Issue in Bayesian Neural Networks for Uncertainty Prediction
- Issue comment#37dashangyanhua2024-11-14 08:36There are questions about function fitting (variational Bayesian network)
- Issue comment#37ranganathkrishnan2024-11-14 08:16There are questions about function fitting (variational Bayesian network)
- Issue#37dashangyanhua2024-11-14 08:10There are questions about function fitting (variational Bayesian network)
- Issue comment#22staco-tx-mli2024-06-10 13:35Regression tasks: Epistemic and Aleatoric Uncertainty Estimation
- Issue comment#22ranganathkrishnan2024-05-08 20:36Regression tasks: Epistemic and Aleatoric Uncertainty Estimation
- Issue comment#22famura2024-05-08 14:26Regression tasks: Epistemic and Aleatoric Uncertainty Estimation
- Issue comment#22giulioturrisi2024-04-17 08:57Regression tasks: Epistemic and Aleatoric Uncertainty Estimation
- Issue comment#22famura2024-04-17 08:42Regression tasks: Epistemic and Aleatoric Uncertainty Estimation
- Issue comment#22giulioturrisi2024-04-17 08:16Regression tasks: Epistemic and Aleatoric Uncertainty Estimation
- Issue#36profPlum2024-04-15 18:46Inconsistent use of mean & sum when calculating KL divergence?
- Issue comment#22famura2024-03-04 15:29Regression tasks: Epistemic and Aleatoric Uncertainty Estimation
- Pull request#35rewat72024-02-10 07:19
- Issue comment#31dzy666fly2024-01-04 10:13number of MC samples for training and inference
- Releaseranganathkrishnan2024-01-03 00:08Bayesian-Torch 0.5.0
- Issue comment#34ranganathkrishnan2024-01-02 20:18problem in conv_transpose2d
- Issue#34ranganathkrishnan2024-01-02 20:18problem in conv_transpose2d
- Issue comment#21ranganathkrishnan2024-01-02 20:18Error in trans_conv2d when model is reparametrized
- Issue#21ranganathkrishnan2024-01-02 20:18Error in trans_conv2d when model is reparametrized
- Issue comment#24ranganathkrishnan2024-01-02 19:52local variable 'kl' referenced before assignment when using flipout in dnn_to_bnn()
- Issue#24ranganathkrishnan2024-01-02 19:52local variable 'kl' referenced before assignment when using flipout in dnn_to_bnn()
- Issue#31ranganathkrishnan2024-01-02 19:44number of MC samples for training and inference
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 320 stars here means stars gained during the window, not the repo's star count.