Machine Learning framework
Project description
Alchina /al.ki.na/
Alchina is a Machine Learning framework.
Capabilities
Regressors
- Linear regressor
- Ridge regressor
Classifiers
- Linear classifier
- Ridge classifier
Clusters
- K-Means clustering
Optimizers
- Gradient descent
- Stochastic gradient descent
- Mini-batch gradient descent
Preprocessors
- Min-max normalization
- Standardization
- PCA
Metrics
- R2 score
- Confusion matrix
- Accuracy score
- Precision score
- Recall score
- F-Beta score
- F-1 score
Model selection
- Split dataset
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
alchina-0.2.0.tar.gz
(7.8 kB
view details)
File details
Details for the file alchina-0.2.0.tar.gz.
File metadata
- Download URL: alchina-0.2.0.tar.gz
- Upload date:
- Size: 7.8 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: poetry/0.12.17 CPython/3.7.1 Linux/4.15.0-1028-gcp
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
d01b2f948f18ac0272934ac6fa820cf1f915ebd45f40dd50587238ea8d9a10b8
|
|
| MD5 |
bfdac3030fd89d40a46cc9b26233b589
|
|
| BLAKE2b-256 |
6e8e6f147eee7ae51383b98039eb1f07db8afd6c01501cf410b20b0c8e73f4a4
|
