Awesome Open Source

Programming Languages

Search results for ood detection trustworthy machine learning

ood-detection x

trustworthy-machine-learning x

4 search results found

Entropic Out Of Distribution Detection ⭐ 47

Add scalable state-of-the-art out-of-distribution detection (open set recognition) support by changing two lines of code! Perform efficient inferences (i.e., do not increase inference time) and detection without classification accuracy drop, hyperparameter tuning, or collecting additional data.

Distinction Maximization Loss ⭐ 34

Improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in your project! Perform efficient inferences (i.e., do not increase inference time) without repetitive model training, hyperparameter tuning, or collecting additional data.

[Findings of EMNLP 2022] Holistic Sentence Embeddings for Better Out-of-Distribution Detection

Robust Deep Learning ⭐ 9

Train your model from scratch or fine-tune a pretrained model using the losses provided in this library to improve out-of-distribution detection and uncertainty estimation performances. Calibrate your model to produce enhanced uncertainty estimations. Detect out-of-distribution data using the defined score type and threshold.

Related Searches

Python Ood Detection (39)

Python Trustworthy Machine Learning (14)

Deep Learning Ood Detection (11)

Pytorch Ood Detection (10)

Machine Learning Ood Detection (8)

Jupyter Notebook Ood Detection (7)

Robustness Ood Detection (6)

Ood Detection Open Set Recognition (6)

Ood Detection Out Of Distribution (5)

Xai Trustworthy Machine Learning (5)

1-4 of 4 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.