Repositories

A snapshot of selected open-source repositories.

Selected open-source repositories. Full profile at github.com/mohamedyd.

rein-benchmark

A comprehensive benchmark for data cleaning methods and their impact on ML models.

Python 16 5
awesome_ml_resources

A curated collection of resources across different ML domains.

14 4
GLLM

Source code for the paper: Self-Corrective G-Code Generation using Large Language Models with User Feedback.

Python 12 7
ReClean

Source code for the paper: ReClean: Reinforcement Learning for Automated Data Cleaning in ML Pipelines.

Python 2 0
SAGED

Source code for the paper: SAGED: Few-Shot Meta Learning for Tabular Data Error Detection.

Python 1 0
Energy_efficient-WSNs

Time-series prediction for energy-efficient wireless sensor networks: detecting plant diseases in greenhouses.

1 0
AutoCure

Source code for the paper: AutoCure: Automated Tabular Data Curation for ML Pipelines.

Python 0 0
D3Bench

A benchmark of open-source drift-detection tools.

HTML 0 3
data_cleaning_with_latent_operators

Code repository for the LOP paper on data cleaning in latent space.

0 0
RTClean

Real-time automated data cleaning for ML pipelines.

Python 0 0