Integration of prophet forecasting with hyperopt, mlflow
Project description
Hyperopt Prophet
Integration of prophet forecasting with hyperopt, mlflow This implementation is based on the Databricks AutoML repository.
Setup
Quick Install
python -m pip install hyperopt_prophet
Build from source
Clone the repository
git clone https://github.com/Broomva/hyperopt_prophet.git
Install the package
cd hyperopt_prophet && make install
Build manually
After cloning, create a virtual environment
conda create -n hyperopt_prophet python=3.9
conda activate hyperopt_prophet
Install the requirements
pip install -r requirements.txt
Run the python installation
python setup.py install
Usage
import hyperopt_prophet
Attribution
Hyperopt Prophet builds upon the hard work of others. Here are the original leveraged repositories:
Project details
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