ML Experiment Goodies
Helpers, handlers, callbacks and more that are nice to have when experimenting with ml models
Setup
The most basic functionalities of this library is included in the base installation, which you have by running any of the commands below
pip install experiment-goodies
poetry add experiment-goodies
Geospatial utilities require some big packages, like rasterio and rio-cogeo. They are included inside the geo extra which you can install with one of the commands shown below.
pip install experiment-goodies[geo]
poetry add experiment-goodies -E geo
Development
To develop in this repo, you will need to install some extra dependencies and make some additional configurations. Start by installing dev dependencies:
poetry install --group dev
Some tests depend on data managed by dvc, so you should pull files associated to this repo. Remote storage is configured to S3, so you should ensure you have the correct AWS credentials loaded in your system.
dvc pull
1 maintainer
Metadata
1 maintainer
Release files for experiment-goodies 0.2.7
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| experiment_goodies-0.2.7.tar.gz | 11.2 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| experiment_goodies-0.2.7-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 23.6 kB
Release files / experiment_goodies-0.2.7.tar.gz
| Download URL | experiment_goodies-0.2.7.tar.gz |
|---|---|
| Size | 11.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
a60c96832d184904e99f6c12c2ea71d2e0640bcb97354b840070a7533f58b872
|
|
BLAKE2b-256 checksum How to use checksums |
b534fe1308b7790ec0705942e43d7a6cf46952cdd40377d9633cfd257b7b1176
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
poetry/1.7.1 CPython/3.10.12 Linux/6.8.0-40-generic
|
Release files / experiment_goodies-0.2.7-py3-none-any.whl
| Download URL | experiment_goodies-0.2.7-py3-none-any.whl |
|---|---|
| Size | 12.4 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
258857ad159df1f36aa91859c9671bd48949196b34e4276dda574d3bd0f1e074
|
|
BLAKE2b-256 checksum How to use checksums |
1325d3f703557700a0a410b20a5e5fd00699b29275607bef1c395b87a8d50963
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
poetry/1.7.1 CPython/3.10.12 Linux/6.8.0-40-generic
|
