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ood

Here are 162 public repositories matching this topic...

marcelgsantos / learning-oop-in-php

A collection of resources to learn object-oriented programming and related concepts for PHP developers.

refactoring php oop design-patterns awesome-list ood

Updated Dec 26, 2020

ochococo / OOD-Principles-In-Swift

Sponsor

💎 The Principles of OOD (SOLID) based on Uncle Bob articles.

swift computer-science playground solid object-oriented ood liskov-substitution-principle dependency-inversion-principle interface-segregation-principle single-responsibility-principle open-closed-principle ood-principles

Updated Nov 2, 2021
Swift

ttulka / ddd-example-ecommerce

Domain-driven design example in Java with Spring framework

Updated Jun 5, 2022
Java

YyzHarry / multi-domain-imbalance

[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond

deep-learning multi-domain ood imbalanced-data domain-adaptation imbalanced-learning long-tail eccv imbalance domain-generalization imbalanced-classification long-tailed-recognition multi-domain-learning ood-generalization eccv-2022

Updated Jan 26, 2023
Python

nikhilagrwl07 / System-Design

System design and Object Oriented Design (OOD) related interview problems and solutions.

ood system-design objectorientedprogramming

Updated May 16, 2021
Java

Jingkang50 / ICCV21_SCOOD

The Official Implementation of the ICCV-2021 Paper: Semantically Coherent Out-of-Distribution Detection.

computer-vision ood out-of-distribution out-of-distribution-detection model-robustness ood-detection

Updated Mar 21, 2022
Python

kkisiele / awesome-clean-code

awesome oop awesome-list cleancode ood

Updated Apr 17, 2022

dlmacedo / entropic-out-of-distribution-detection

A project to 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.

machine-learning deep-learning pytorch ood osr ai-safety open-set anomaly-detection novelty-detection robust-machine-learning open-set-recognition out-of-distribution out-of-distribution-detection ood-detection trustworthy-machine-learning trustworthy-ai

Updated Sep 22, 2022
Python

vyahello / python-ood

💠 Essential object oriented design (python, pytest, travisCI)

python design-patterns pytest ood object-oriented-programming object-oriented-design

Updated Mar 19, 2022
Python

dlmacedo / distinction-maximization-loss

A project to 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.

machine-learning deep-learning pytorch classification ood osr uncertainty-estimation ai-safety open-set anomaly-detection novelty-detection robust-machine-learning open-set-recognition out-of-distribution out-of-distribution-detection ood-detection trustworthy-machine-learning trustworthy-ai

Updated Sep 22, 2022
Python

XavierXiao / Likelihood-Regret

Official implementation for Likelihood Regret: An Out-of-Distribution Detection Score For Variational Auto-encoder at NeurIPS 2020

Updated May 11, 2021
Python

Mephisto405 / Unsupervised-Out-of-Distribution-Detection-by-Maximum-Classifier-Discrepancy

Reproducing experimental results of OOD-by-MCD [Yu and Aizawa et al. ICCV 2019]

outlier-detection ood out-of-distribution-detection maximum-classifier-discrepancy

Updated Dec 8, 2019
Python

kobybibas / pnml_ood_detection

Out-of-distribution detection using the pNML regret. NeurIPS2021

python deep-learning pytorch ood pytorch-lightning ood-detection neurips-2021

Updated Jun 22, 2022
Jupyter Notebook

YangLinyi / GLUE-X

We collect 13 publicly available datasets as OOD test data and conduct evaluations on 8 classic NLP tasks over popularly used models. Our findings confirm that the OOD accuracy in NLP tasks needs to be paid more attention to since the significant performance decay compared to ID accuracy has been found in all settings.

nlp benchmark natural-language-processing ood bert

Updated Nov 21, 2022

JustinStals / AffinityPython

A Python wrapper for Affinity (CRM platform).

python wrapper python-script python3 python-2 ood wrapper-api crm-platform

Updated Jul 12, 2018
Python

j-cb / Breaking_Down_OOD_Detection

deep-learning pytorch outlier-detection ood ood-detection

Updated Jun 22, 2022
Python

lvguowei / GOOS

The project in the book Growing Object-Oriented Software

testing tdd ood object-oriented-programming

Updated Nov 8, 2021
Java

Kaleidophon / know-your-limits

Repository for UAI 2021 paper "Know Your Limits: Uncertainty Estimation with ReLU Classifiers Fail at Reliable OOD Detection".

neural-networks ood uncertainty-estimation relu ood-detection

Updated Feb 3, 2022
Jupyter Notebook

kuba

deMGoncalves / kuba

Kuba é como uma folha em branco, a liberdade de programar do jeito que faça sentido para o produto

nodejs javascript functional html5 webcomponents solid jsx css3 oop design-patterns monorepo anti-patterns ood

Updated Mar 2, 2023
JavaScript

xksteven / multilabel-ood

Multilabel Out-of-Distribution Detection

ood multilabel-classification out-of-distribution-detection

Updated Nov 23, 2020
Python

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