data-centric-machine-learning

There are 10 repositories under data-centric-machine-learning topic.

Docta-ai/docta
A Doctor for your data
Language:Python3k 109 3173
daochenzha/data-centric-AI
A curated, but incomplete, list of data-centric AI resources.
999 15 367
sangmichaelxie/doremi
Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets
Language:HTML256 5 2732
seedatnabeel/Data-IQ
Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data (NeurIPS 2022)
Language:Jupyter Notebook13 2 14
seedatnabeel/Data-SUITE
Data-SUITE: Data-centric identification of in-distribution incongruous examples (ICML 2022)
Language:Jupyter Notebook9 2 04
dr-bell/data-centric-federated-learning
Enhancing Efficiency in Multidevice Federated Learning through Data Selection
Language:Python6 9 00
seedatnabeel/TRIAGE
TRIAGE: Characterizing and auditing training data for improved regression (NeurIPS 2023)
Language:Jupyter Notebook6 1 03
miriamspsantos/data-typology
Implementation of data typology for imbalanced datasets.
Language:MATLAB0 1 00
ElsevierSoftwareX/SOFTX-D-21-00177
Data Clustering using Expectation Maximization algorithm. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2352711021001771
Language:R0 0
miriamspsantos/dcai-ecai-tutorial-2024
A multi-view panorama of Data-Centric AI: Techniques, Tools, and Applications (ECAI Tutorial 2024)