Weights & Biases Callbacks
wandb-callbacks provides some additional Callbacks for Weights & Biases.
Callbacks currently implemented:
ActivationCallback- visualizes the activations of a layer
- activations are computed for a sample of each class
DeadReluCallback- logs the number of dead relus in each layer
- prints warning if the percentage is higher than a threshold
GradCAMCallback- Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization
- produces a coarse localization map highlighting the important regions in the image for predicting the class of the image
Sample Implementation
Can be found in notebooks/sample_implementation.ipynb.
1 maintainer
Metadata
1 maintainer
Release files for wandb-callbacks 0.2.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| wandb-callbacks-0.2.1.tar.gz | 8.9 kB | Without provenance | Details for wandb-callbacks-0.2.1.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| wandb_callbacks-0.2.1-py3-none-any.whl | Python 3 | none | any | Details for wandb_callbacks-0.2.1-py3-none-any.whl |
Total release size: 18.7 kB
Release files / wandb-callbacks-0.2.1.tar.gz
| Download URL | wandb-callbacks-0.2.1.tar.gz |
|---|---|
| Size | 8.9 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
636e7fbc8896980045192ccca8da87e8b8b26d90f10240d59de09f12358c298e
|
|
BLAKE2b-256 checksum How to use checksums |
4f03e16a61b8f5065c4d9300b1e565b57f869a98afae62a0f0a64991fcb7207d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.4.1 importlib_metadata/4.0.1 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.8.9
|
Release files / wandb_callbacks-0.2.1-py3-none-any.whl
| Download URL | wandb_callbacks-0.2.1-py3-none-any.whl |
|---|---|
| Size | 9.8 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
d5dc8665329d28a30e027c182c8b48eb9a38fd3c5706f711e1f4b201f89905dd
|
|
BLAKE2b-256 checksum How to use checksums |
295580eb0d54b006df50c53869756d9d1315d96130def6ba90008ebd8c491995
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.4.1 importlib_metadata/4.0.1 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.8.9
|
Security for wandb-callbacks 0.2.1
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
