https://github.com/ilias-ant/adversarial-validation-demo
Code for article https://ilias-ant.github.io/blog/adversarial-validation/.
https://github.com/ilias-ant/adversarial-validation-demo
adversarial-validation
Last synced: about 1 year ago
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Code for article https://ilias-ant.github.io/blog/adversarial-validation/.
- Host: GitHub
- URL: https://github.com/ilias-ant/adversarial-validation-demo
- Owner: ilias-ant
- Created: 2023-07-15T09:22:10.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2023-07-22T12:02:45.000Z (almost 3 years ago)
- Last Synced: 2025-03-15T03:14:43.968Z (about 1 year ago)
- Topics: adversarial-validation
- Language: Jupyter Notebook
- Homepage:
- Size: 21.8 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# adversarial-validation-demo
### Reproduction
First build the image:
```shell
docker build \
--target production \
-t adval:latest \
.
```
and then run the container:
```shell
docker run \
--init \
-p 8888:8888 \
--mount type=bind,source=.,target=/app \
adval:latest
```
Jupyter notebooks will be available for review & reproduction at: http://127.0.0.1:8888/tree (*requires token*):
- *demo-house-prices.ipynb*: where train & test datasets follow the same underlying distribution.
- *demo-sberbank-russian-housing-market.ipynb*: where train & test datasets follow different underlying distributions.