Pluvius is a simple rain predict app for machine learning engineering studies purpose

updates and improvements

the project still in development and the next updates will be coded in the following tasks:

• model training and ONNX saving
• [] create a simple pipeline with rust and polars for serialize APIs response data for models
• [] create an evaluation API for prediction

💻 pre-requisites

before start, verify if you have the following things:

• you have installed the most recent version of rust, cargo in your machine
• you have installed the most recent version of python, pip in your machine
• you have any of windows, macosx or linux operating system (this can be compiled in any of these systems)

🚀 installing pluvius

For install pluvius from source, first you need:

• clone repository

git clone https://github.com/roqueando/pluvius.git

• build

cargo build

• change directory to science, install dependencies and train the model

cd science
pip install -r requirements.txt
python model.py

it can be a little slower depending on your PC settings

• more incoming of how to up the rust environment

☕using pluvius

• still working... :D

😄 be a contributor

Want to be part of this project? Click HERE and read how to contribute

📝 license

This project is under the license. See the file LICENSE for more details