tsimpute 0.1.0

FU Capstone TimeSeries Imputation

📉 Time Series Imputation 📈

Time Series Imputation Capstone Project (FPT University Da Nang).

🎓 Authors

• Phan Thị Thu Hồng (Supervisor)
• Đinh Thiều Quang
• Đào Ngọc Huy
• Đoàn Quang Minh - [e-mail]
• Lê Thị Minh Thư

🚀 Run this code

Prerequisite

• Install Python>=3.11.

• Install project dependencies

# Install python package manager
pip install poetry
# Install dependencies
poetry install

• Make sure you have your own data (.csv file) in data folder.

Run with manual configs

• Open notebooks/default.ipynb.

🐳 Docker

• Build image

docker build -t mingdoan/tsimpute-runner -f ./docker/runner.Dockerfile .

• Export experiment config

python docker/exp.py -f settings/your_config.yml

• Start MLFlow & MinIO

docker compose up -d