Clearloveyuan/awesome-active-learning-New
Active Learning Awesome Paper
This curated list helps researchers and practitioners explore the latest advancements in Active Learning. It compiles academic papers and resources related to algorithms that efficiently select data points for manual labeling, which is crucial when acquiring labeled data is costly. Researchers, data scientists, and machine learning engineers seeking to optimize data annotation efforts would find this useful.
133 stars. No commits in the last 6 months.
Use this if you are a researcher or practitioner looking for a comprehensive collection of active learning papers from top conferences to inform your research or development.
Not ideal if you are looking for an active learning software library or a step-by-step tutorial for implementing active learning models.
Stars
133
Forks
4
Language
Markdown
License
MIT
Category
Last pushed
Jul 27, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/Clearloveyuan/awesome-active-learning-New"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
ntucllab/libact
Pool-based active learning in Python
scikit-activeml/scikit-activeml
scikit-activeml: A Comprehensive and User-friendly Active Learning Library
python-adaptive/adaptive
:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions
NUAA-AL/ALiPy
ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to...
ai4co/awesome-fm4co
Recent research papers about Foundation Models for Combinatorial Optimization