Metadata-Version: 2.1
Name: bongsang
Version: 0.1.2
Summary: A collection of statistics and machine learning libraries under the bongsang package
Home-page: https://github.com/bongsang/bongsang
Author: Bongsang Kim
Author-email: happykbs@gmail.com
Classifier: Programming Language :: Python :: 3
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Topic :: Scientific/Engineering :: Visualization
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy >=1.18.0
Requires-Dist: pandas >=1.0.0
Requires-Dist: matplotlib >=3.0.0
Requires-Dist: scikit-learn >=0.22.0
Requires-Dist: scipy >=1.4.0

# bongsang

A collection of statistics and machine learning libraries developed by Bongsang Kim, including a linear regression class similar to R's `lm` function.

## Installation

````bash
pip install bongsang


## Accessing Sample Datasets

The `bongsang.datasets` subpackage provides sample datasets for easy experimentation.

### Example:

```python
from bongsang.datasets import load_house

# Load the house dataset
df = load_house()

# Now you can use df with the LM class
from bongsang import lm

X = df[['size']]
y = df['price']

model = lm.LM(X, y)
model.fit()
model.summary()
model.plot()
````
