Originaly, this repo is created for my undergraduate students to learn and experiment with machine learning algorithms.
- Python
- Scikit-Learn
- Streamlit
- Pandas
- Plotly
Assume you have conda installed, run this commands.
-
Clone the repo
git clone https://github.com/rudyhendrawn/scikit-learn-playground-app.git
-
Change directory to repo
cd scikit-learn-playground-app
-
Create environment and dependencies
conda create env -f environment.yml
-
Activate environment
conda activate play-sklearn
-
Run app
streamlit run app.py
- Add more machine learning algorithms e.g. SVM, Boosting Tree, Naive Bayes, etc.
- Add another machine learning problem e.g. regression.
- Optimize the web app
This project is licensed under the MIT License.