Metadata-Version: 2.4
Name: neuromatrix-lsm
Version: 0.1.0
Summary: NeuroMatrix: A Lightweight Supervised Matrix model for adaptive prediction
Author: Joseph Kothapalli
License-Expression: MIT
Project-URL: Homepage, https://github.com/bennyk09/NeuroMatirx-LSM
Project-URL: Repository, https://github.com/bennyk09/NeuroMatirx-LSM
Project-URL: Issues, https://github.com/bennyk09/NeuroMatirx-LSM/issues
Keywords: machine-learning,prediction,statistics,matrix,regression
Classifier: Programming Language :: Python :: 3
Classifier: Operating System :: OS Independent
Requires-Python: >=3.9
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy>=1.24
Dynamic: license-file

# NeuroMatrix LSM

NeuroMatrix is a lightweight supervised matrix-learning model for adaptive prediction based on statistical transformations.

## Install
```bash
pip install neuromatrix-lsm
```

## Usage
```python
from neuromatrix import NeuroMatrixRegressor
import numpy as np

X = np.array(, dtype=float)
y = np.array(, dtype=float)[4][5][1]

model = NeuroMatrixRegressor()
model.fit(X, y)
pred = model.predict()
print(pred)
```

## License
MIT
