rotoml
| Crates.io | rotoml |
| lib.rs | rotoml |
| version | 0.1.1 |
| created_at | 2025-04-11 22:11:39.486832+00 |
| updated_at | 2025-07-24 21:05:26.778775+00 |
| description | A native Rust AutoML pipeline toolkit |
| homepage | |
| repository | https://github.com/okanyenigun/rotoml |
| max_upload_size | |
| id | 1630387 |
| size | 56,283 |
Okan Yenigün (okanyenigun)
documentation
README
RotoML
A native Rust AutoML toolkit for machine learning prototyping and model development.
🚧 Early Development: Currently implements data analysis pipeline. Full automated ML pipeline coming soon.
Current Features
- Fast CSV data loading with Polars
- Automated data quality analysis
- Missing value detection and reporting
- Data profiling and statistics
Future Vision
RotoML will become a complete automated machine learning pipeline that handles:
- Data preprocessing and feature engineering
- Model selection and hyperparameter tuning
- Model training and evaluation
- Pipeline orchestration
Installation
cargo install rotoml
Usage
# Analyze your data
rotoml --file your_data.csv
Generates a comprehensive data report in Markdown format.
License
MIT