6 results found Sort:

daviddao
awesome-data-valuation daviddao
13
112
mit
5
💱 A curated list of data valuation (DV) to design your next data marketplace
ai ml market data-valuation
Created 2022-01-16
49 commits to main branch, last one about a month ago
aai-institute
pyDVL aai-institute
8
110
lgpl-3.0
5
pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation
least-core game-theory transferlab data-pruning data-quality banzhaf-index data-cleaning shapley-value data-valuation data-centric-ai machine-learning influence-functions robust-machine-learning
Created 2021-04-02
3,956 commits to develop branch, last one 3 months ago
opendataval
opendataval opendataval
7
88
mit
2
OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)
python research statistics game-theory data-cleaning data-valuation data-centric-ai machine-learning
Created 2023-06-07
332 commits to main branch, last one 12 days ago
reds-lab
LAVA reds-lab
8
44
mit
0
This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).
ot efficient data-valuation model-agnostic optimal-transport
Created 2023-03-01
5 commits to main branch, last one about a year ago
SJTU-DMTai
awesome-ml-data-quality-papers SJTU-DMTai
4
29
unknown
1
Papers about training data quality management for ML models.
ai4db db4ai data-quality data-debugging data-profiling data-valuation data-centric-ai data-management machine-learning
Created 2024-03-05
52 commits to main branch, last one 26 days ago
uvanlp
valda uvanlp
4
28
mit
2
A Python Data Valuation Package
data-valuation machine-learning
Created 2023-01-26
38 commits to main branch, last one about a year ago