baifanxxx/awesome-active-learning
A curated list of awesome Active Learning
This project compiles a list of resources related to Active Learning, a machine learning approach that helps reduce the high cost of manual data labeling. It offers guidance on how to make your machine learning models more efficient by interactively selecting the most valuable data points for human labeling. Data scientists and machine learning engineers working on projects with large amounts of unlabeled data and limited labeling budgets would find this useful.
796 stars. No commits in the last 6 months.
Use this if you are a machine learning practitioner looking for research, tools, and benchmarks to implement active learning techniques and reduce your data labeling costs.
Not ideal if you are looking for an off-the-shelf software solution or a step-by-step guide to implement a specific active learning algorithm.
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Last pushed
Oct 20, 2024
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