Fathom Python library
This is a library that helps in defining model pipelines.
Modules:
component_autogeneration- generates schemas for defining Machine Learning componentsexperimentation- generates scripts for mlflow to run experimentsmetrics- defines non-standard metrics for predictive maintenance modelsmodels- wrappers for predictive maintenance models (XGBoostAFT)transformers- defines non-standard scikit-learn transformationsvalidation- defines validation algorithms for predictive maintanence
Development
Run tests
pytest tests
2 maintainers
Release files for fathom-lib 0.1.9
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| fathom-lib-0.1.9.tar.gz | 44.3 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| fathom_lib-0.1.9-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 101.5 kB
Release files / fathom-lib-0.1.9.tar.gz
| Download URL | fathom-lib-0.1.9.tar.gz |
|---|---|
| Size | 44.3 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
1fa5e0fdeadd86cd3537ffaa3c71bbcdf1d3b7de70845cfa6dae8fc3779b9b5c
|
|
BLAKE2b-256 checksum How to use checksums |
663769edb62d430a905ce540cc24597e7bcc4c28a200be7ee048852975c15a18
|
| 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/4.55.0 CPython/3.8.7
|
Release files / fathom_lib-0.1.9-py3-none-any.whl
| Download URL | fathom_lib-0.1.9-py3-none-any.whl |
|---|---|
| Size | 57.2 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
a7ebbf32a1f789e230d28c90d5069a162dfc68ecef026f3038bcef1885d228bf
|
|
BLAKE2b-256 checksum How to use checksums |
8a5374acd70782e59502556be58bd6f8b8273b57a9d36e023f2e38babbf49667
|
| 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/4.55.0 CPython/3.8.7
|
