macio-matheus / time-series-ipca

This project aims to analyze and predict the IPCA historical series.

Time Series IPCA

This project aims to analyze and predict the IPCA historical series. Challenge of the Time Series discipline of the postgraduate course in Artificial Intelligence.

Serie plot

Lag plot

Experiment with LSTM

Usage

First of all, build the container using docker-compose and then you can access the Jupyter that is ready to be used.

Run with docker compose

cd time-series-ipca
docker-compose up -d

Accessing Jupyter

http://<your-ip>:8111/tree

Ports

    - 8111 => Jupyter
    - 6011 => Tensorboard
    - 5011 => App

DockerHub

https://hub.docker.com/r/maciomatheus/jupyter_notebook_data_science/