A collection of statistics and machine learning libraries under the bongsang package
Project description
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
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()
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