LiuYuWei / kaggle-house-prices

Kaggle competition on house prices prediction

kaggle-house-prices

Kaggle competition on house prices prediction In this project, we want to training house-prices regression data

Get started

1. If windows.

## Step 1: Add PROJECT_PATH to your environment
$ setx /m PROJECT_PATH <PROJECT_PATH>

## Step 2: Install the python package
#### CPU version
$ pip install -r requirements.txt

## Step 3: Change the config yaml file.

## Step 4: Run the service pipeline.
$ python main.py --mode etl
$ python main.py --mode train_eval --model lr
$ python main.py --mode train_eval --model gbr

2. If linux.

## Step 1: Add PROJECT_PATH to your environment.
$ export PROJECT_PATH=/home/app/workdir

## Step 2: Install the python package.
$ pip3 install -r requirements.txt

## Step 3: Change the config yaml file.

## Step 4: Run the service pipeline.
$ python main.py --mode etl
$ python main.py --mode train_eval --model lr
$ python main.py --mode train_eval --model gbr

Version, author and other information:

• See the relation information in setup file.

License

• See License file here.