A basic profiling script / recommendation engine for Machine learning algorithms
- ever feel lazy and incomplete while writing code! or maybe have a problem choosing correct ML algorithm for your data. this is where Lumin comes in.
make sure you have all these
tqdm==4.47.0
pandas==1.0.5
plotly==4.12.0
matplotlib==3.2.2
numpy==1.19.3
seaborn==0.10.1
streamlit==0.75.0
xgboost==1.2.1
- datatset is uploaded after runing the script!
streamlit run optima.py
as of now, only two functionalities exist
- classification
- regression I plan on adding more in future.
- refer to this yee-yee flowchart for an idea
- make script more elegant
- host it somewhere
- add more functionality (neural networks maybe!)
Mahesh Patapalli - [email protected]
Project Link: https://github.com/sirreajohn/Lumin