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Milson Sung
ML-Predictor
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646d75d0
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646d75d0
authored
3 months ago
by
Milson Sung
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ML-Predictor
requires 2 terminal to run
#
ML-Predictor
A full stack machine learning application using frontend (React), backend (FastAPI) and tailwindcss.
backend terminal run:
python main.py
## Features
-
✅ Upload and Preprocessing Json/CSV for training/testing datas.
-
✅ Training ML model using ANNs from Autokeras
-
✅ Postprocessing trained ML model for relevant datas for visualization and interpretation.
-
✅ Fredicting output values using trained ML models stored under app's directory.
## Installation
```
bash
git clone https://git-ce.rwth-aachen.de/milson_sung/ML-Predictor.git
```
installation for both frontend and backend
cd ML-Predictor/frontend
npm install
frontend terminal run:
cd ML-Predictor/backend
pip install -r requirements.txt
-
launching the app requires two terminal, each for frontend and backend
cd ML-Predictor/frontend
npm run dev
cd ML-Predictor/backend
python main.py
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