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Top 4 pseudo-labeling open source projects

A full pipeline AutoML tool for tabular data

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python Dockerfile tabular-data xgboost semi-supervised-learning gbm lightgbm ensemble-learning dask preprocessing automl distributed-training datacleaning catboost pseudo-labeling fullpipeline adversarial-validation automl-pipeline-selection

domain-adaptation-capls

Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling

✭ 43

matlab python M zero-shot-learning structured-prediction domain-adaptation pseudo-labeling unsupervised-domain-adaptation office-home

Weakly supervised medical named entity classification

✭ 55

python Jupyter Notebook text-classification ontology weak-supervision ner biomedical umls bert weakly-supervised-learning pseudo-labeling learning-with-noisy-labels umls-metathesaurus

ETCI-2021-Competition-on-Flood-Detection

Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training

✭ 102

Jupyter Notebook python deep-learning pytorch semi-supervised-learning segmentation pseudo-labeling floods noisy-student arxiv-papers

1-4 of 4 pseudo-labeling projects