Quickstart

A quick example how to learn a model on a given dataset.

# Import library
from hgboost import hgboost

# Initialize with default settings
hgb = hgboost()

# Find best model on the data
results = hgb.xgboost(X, y, pos_label)

# Plot
ax = hgb.plot()

Installation

Create environment

It is recommended to install hgboost from an isolated Python environment. Using Conda this can be done as following:

conda create -n env_hgboost python=3.6
conda activate env_hgboost

Install via pip (recommended):

pip install hgboost

Install directly from github source (beta versions):

pip install git+https://github.com/erdogant/hgboost