semvec/pypi-packages huggingface dataset:
rvfln 0.0.6
Package for an implementation of Random Vector Functional Link Network. For the user's convenience the package uses Sklearn's API

# RVFLN

<p>
A Python implementation of Random Vector Functional Link Networks and Broad Learning Systems using the Sklearn API
</p>

## Installation

    pip install rvfln

<br>

## Usage

Since the API is based on that of sklearn the usage is very similar.
The package contains:

- An rvfln module containing a regressor and a classifier estimator
- A bls module containing a regressor and a classifier estimator

<br>

### Example:

<br>

    from rvfln.bls import BLSClassifier

    clf = BLSClassifier(
        n_z = 10,
        n_z_features = 400,
        n_h = 2000,
        alpha = 1
    ).fit(x_train, y_train)

    print(clf.score(x_test, y_test))

<br>

YOH-HAN PAO, STEPHEN M. PHILLIPS & DEJAN J. SOBAJIC (1992) Neural-net computing and the intelligent control of systems, International Journal of Control, 56:2, 263-289, DOI: 10.1080/00207179208934315
django-postgres-extensions-up 0.9.4
Extra features for django.contrib.postgres

Django Postgres Extensions adds a lot of functionality to Django.contrib.postgres, specifically in relation to ArrayField, HStoreField and JSONField, including much better form fields for dealing with these field types. The app also includes an Array Many To Many Field, so you can store the relationship in an array column instead of requiring an extra database table.

Check out http://django-postgres-extensions.readthedocs.io/en/latest/ to get started.