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GitHub topics: reweighting-algorithms

arogozhnikov/hep_ml

Machine Learning for High Energy Physics.

Language: Jupyter Notebook - Size: 93.4 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 187 - Forks: 66

alejandrods/Analysis-of-classifiers-robust-to-noisy-labels

Analysis of robust classification algorithms for overcoming class-dependant labelling noise: Forward, Importance Reweighting and T-revision. We demonstrate methods for estimating the transition matrix in order to obtain better classifier performance when working with noisy data.

Language: Jupyter Notebook - Size: 1.66 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 2

Related Keywords
machine-learning 2 python 2 reweighting-algorithms 2 transition-matrix 1 t-revision 1 robustness 1 reweighting-examples 1 pytorch 1 noisy-data 1 nlp 1 neural-network 1 label-noise 1 importance-reweighting 1 image-classification 1 forward-model 1 deep-learning 1 data-science 1 splot 1 scikit-learn 1 neural-networks 1 high-energy-physics 1 boosting-algorithms 1