Solution for DS Team
Project description
utilsds
Utilsds is a library that includes classes and function used in ds project such as:
- ds_statistics:
- test_kruskal_wallis
- transform_data:
- PreprocesingData
- data_processing:
- encode_one_hot
- convert_numerical_to_categorized
- scale_train_test
- resample_X_y
- data_split:
- train_test_validation_split
- visualization:
- MetricsPlot,
- Radar,
- cluster_characteristics,
- comparison_density,
- feature_distribution_box,
- elbow_visualisation,
- describe_clusters_metrics
Classification classes:
- experiments:
- VertexExperiments
- classifier:
- Classifier
- confusion_matrix:
- ConfusionMatrix
- modeling:
- Modeling
- hyperopt:
- Hyperopt
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
utilsds-1.0.6.tar.gz
(21.1 kB
view details)
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
utilsds-1.0.6-py3-none-any.whl
(21.2 kB
view details)
File details
Details for the file utilsds-1.0.6.tar.gz.
File metadata
- Download URL: utilsds-1.0.6.tar.gz
- Upload date:
- Size: 21.1 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.0.1 CPython/3.13.0
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
b0a55f48e805524008629c777aa387be6d84e4d69bc6dd8f7c7e3099d69b3b1d
|
|
| MD5 |
d63f0d694a58717e1f114e95fc93bba0
|
|
| BLAKE2b-256 |
c920dd6f301226bb29fbb945b3e041e17002cf06f3080652cfca1a88514d57f2
|
File details
Details for the file utilsds-1.0.6-py3-none-any.whl.
File metadata
- Download URL: utilsds-1.0.6-py3-none-any.whl
- Upload date:
- Size: 21.2 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.0.1 CPython/3.13.0
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
363343ebc5879f49645880dd76f384ad6ad51509ba0f9db0ccba6c88acf2f48d
|
|
| MD5 |
f55228b6cd2e1087324171d441f5f583
|
|
| BLAKE2b-256 |
c2a557e80b596996ca336624d5848cbeadfc08cf2bdabe3b75a7c1272c16acb0
|
