ood

There are 1 repository under ood topic.

marcelgsantos / learning-oop-in-php
A collection of resources to learn object-oriented programming and related concepts for PHP developers.
awesome-list design-patterns ood oop php refactoring
2491
ochococo / OOD-Principles-In-Swift
💎 The Principles of OOD (SOLID) based on Uncle Bob articles.
computer-science dependency-inversion-principle interface-segregation-principle liskov-substitution-principle object-oriented ood ood-principles open-closed-principle playground single-responsibility-principle solid swift
Language:Swift 1878
continuousml / Awesome-Out-Of-Distribution-Detection
A professionally curated list of papers, tutorials, books, videos, articles and open-source libraries etc for Out-of-distribution detection, robustness, and generalization
awesome deep-learning distribution distribution-shift machine ood ood-detection ood-generalization out-of-distribution out-of-distribution-detection out-of-distribution-generalization python robustness open-world open-world-learning generalization awesome-list
536
bmadone / software-engineering-subjects
Software Engineering Subjects
cd ci sdlc soft-skills design fp oop estimations http ood performance solidus web
387
ttulka / ddd-example-ecommerce
Domain-driven design example in Java with Spring framework
ddd domain-driven-design architecture design oop ood soa service-oriented-architecture services hexagonal-architecture screaming-architecture event-driven modular-monolith rich-domain-model low-coupling high-cohesion java spring spring-boot example
Language:Java 299
YyzHarry / multi-domain-imbalance
[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond
domain-adaptation domain-generalization eccv eccv-2022 imbalance imbalanced-classification imbalanced-data imbalanced-learning long-tail long-tailed-recognition multi-domain multi-domain-learning deep-learning ood ood-generalization
Language:Python 117
YangLinyi / GLUE-X
We leverage 14 datasets as OOD test data and conduct evaluations on 8 NLU tasks over 21 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.
benchmark bert natural-language-processing nlp ood
Language:Python 115
kkisiele / awesome-clean-code
awesome awesome-list cleancode oop ood
93
nikhilagrwl07 / System-Design
System design and Object Oriented Design (OOD) related interview problems and solutions.
objectorientedprogramming ood system-design
Language:Java 89
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.
ai-safety anomaly-detection deep-learning machine-learning novelty-detection ood ood-detection open-set open-set-recognition osr out-of-distribution out-of-distribution-detection pytorch robust-machine-learning trustworthy-ai trustworthy-machine-learning
Language:Python 75
Jingkang50 / ICCV21_SCOOD
The Official Implementation of the ICCV-2021 Paper: Semantically Coherent Out-of-Distribution Detection.
computer-vision model-robustness ood ood-detection out-of-distribution out-of-distribution-detection
Language:Python 68
vyahello / python-ood
💠 Essential object oriented design (python, pytest, travisCI)
design-patterns object-oriented-design object-oriented-programming ood pytest python
Language:Python 55
miniHuiHui / awesome-out-of-distribution-detection
Paper of out of distribution detection and generalization
ood ood-detection out-of-distribution-detection
48
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.
classification deep-learning machine-learning open-set-recognition out-of-distribution-detection pytorch robust-machine-learning trustworthy-ai trustworthy-machine-learning uncertainty-estimation ai-safety anomaly-detection novelty-detection ood ood-detection open-set osr out-of-distribution
Language:Python 45
XavierXiao / Likelihood-Regret
Official implementation for Likelihood Regret: An Out-of-Distribution Detection Score For Variational Auto-encoder at NeurIPS 2020
vaes ood
Language:Python 43
taesiri / ZoomIsAllYouNeed
Official code and data for NeurIPS 2023 paper "ImageNet-Hard: The Hardest Images Remaining from a Study of the Power of Zoom and Spatial Biases in Image Classification"
image-recognition imagenet imagenet-hard neurips object-detection ood out-of-distribution
Language:Jupyter Notebook 33
Mephisto405 / Unsupervised-Out-of-Distribution-Detection-by-Maximum-Classifier-Discrepancy
Reproducing experimental results of OOD-by-MCD [Yu and Aizawa et al. ICCV 2019]
out-of-distribution-detection outlier-detection maximum-classifier-discrepancy ood
Language:Python 31
kobybibas / pnml_ood_detection
Out-of-distribution detection using the pNML regret. NeurIPS2021
deep-learning neurips-2021 ood ood-detection python pytorch pytorch-lightning
Language:Jupyter Notebook 23
monk1337 / Awesome-Robust-Machine-Learning
A curated list of Robust Machine Learning papers/articles and recent advancements.
bias-detection concept-shift covariate-shift data-shift deep-learning distribution-shift fairness fairness-ml label-shift machine-learning ood robust-machine-learning awesome-list fairness-ai fairness-testing machine-learning-bias robust-learning federated-learning healthcare healthcare-federated-learning
16
JustinStals / AffinityPython
A Python wrapper for Affinity (CRM platform).
python wrapper wrapper-api ood crm-platform python3 python-2 python-script
Language:Python 14
j-cb / Breaking_Down_OOD_Detection
deep-learning ood ood-detection outlier-detection pytorch
Language:Python 11
Jimmy1106 / System_Analysis_and_Design_with_UML
A practice that applies the concept of ooad & oop to implement an ordering system.
uml object-oriented ordering-system ooa ood oop activity-diagram sequence-diagram class-diagram autentication ooad
Language:Java 10
Kaleidophon / know-your-limits
Repository for UAI 2021 paper "Know Your Limits: Uncertainty Estimation with ReLU Classifiers Fail at Reliable OOD Detection".
relu neural-networks uncertainty-estimation ood-detection ood
Language:Jupyter Notebook 10
xksteven / multilabel-ood
Multilabel Out-of-Distribution Detection
multilabel-classification ood out-of-distribution-detection
Language:Python 10
daniel-bogdoll / anomaly_datasets
Repository for the paper "Perception Datasets for Anomaly Detection in Autonomous Driving: A Survey"
anomaly autonomous-driving corner-case dataset ood out-of-distribution
Language:Python 8
lvguowei / GOOS
The project in the book Growing Object-Oriented Software
object-oriented-programming ood tdd testing
Language:Java 8
jayjaynandy / maximize-representation-gap
Towards Maximizing the Representation Gap between In-Domain & Out-of-Distribution Examples
dirichlet-distributions ood-detection-performance dpn representation-gap ood
Language:Jupyter Notebook 7
tmlr-group / Unleashing-Mask
[ICML 2023] "Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability"
forgetting ood-detection ood
Language:Python 7
yunseokddi / OOD_milestone_implement
Implement the OOD milestone papers with pyotorch template style
anomaly-detection mahalanobis msp odin ood ood-detection
Language:Python 7
BeardedDonut / DesignPatternsPractice
GoF design patterns practice in Java
designpatterns desgin-pattern java ood object-oriented object-oriented-design
Language:Java 6
kmaooad / kmaooad18.github.io
Companion repository for Object-Oriented Analysis & Design at National University of Kyiv-Mohyla Academy, fall semester, 2018
ood education design-patterns software-design oop-principles solid
Language:C# 6
causality-for-trustworthy-ai
L3S / causality-for-trustworthy-ai
:books: Curated list for Causality and AI
accountability adversarial-machine-learning auditing bias datasets drug-discovery fairness federated-learning healthcare interpretability machine-learning medical ood packages privacy robustness safety security tools transparency
6
monk1337 / Awesome-Distribution-Shift
A curated list of Distribution Shift papers/articles and recent advancements.
bias-detection data data-shift distribution-shift fairness fairness-ml machine-learning machine-learning-algorithms ood ood-detection robust-machine-learning concept-shift covariate-shift label-shift
6
oliverwreath / NineChapters
Paradise of Algorithms
algorithms-datastructures dynamic-programming union-find dfs bfs topk trie heap binary-search leetcode algorithms algorithms-and-data-structures data-structures lintcode ood effective-java clean-code coding-interviews java17
Language:Java 6
XueJiang16 / NegLabel
[ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"
ood ood-detection vision-and-language
Language:Python 6
vahidreza01 / Generalization-in-OOD-Detection
Realisitic Out-of-Distribution (OOD) Detection
generalization ood-detection generalization-in-ood-detection anomaly-detection deep-learning ood
Language:Python 5

ood

marcelgsantos / learning-oop-in-php

ochococo / OOD-Principles-In-Swift

continuousml / Awesome-Out-Of-Distribution-Detection

bmadone / software-engineering-subjects

ttulka / ddd-example-ecommerce

YyzHarry / multi-domain-imbalance

YangLinyi / GLUE-X

kkisiele / awesome-clean-code

nikhilagrwl07 / System-Design

dlmacedo / entropic-out-of-distribution-detection

Jingkang50 / ICCV21_SCOOD

vyahello / python-ood

miniHuiHui / awesome-out-of-distribution-detection

dlmacedo / distinction-maximization-loss

XavierXiao / Likelihood-Regret

taesiri / ZoomIsAllYouNeed

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

kobybibas / pnml_ood_detection

monk1337 / Awesome-Robust-Machine-Learning

JustinStals / AffinityPython

j-cb / Breaking_Down_OOD_Detection

Jimmy1106 / System_Analysis_and_Design_with_UML

Kaleidophon / know-your-limits

xksteven / multilabel-ood

daniel-bogdoll / anomaly_datasets

lvguowei / GOOS

jayjaynandy / maximize-representation-gap

tmlr-group / Unleashing-Mask

yunseokddi / OOD_milestone_implement

BeardedDonut / DesignPatternsPractice

kmaooad / kmaooad18.github.io

L3S / causality-for-trustworthy-ai

monk1337 / Awesome-Distribution-Shift

oliverwreath / NineChapters

XueJiang16 / NegLabel

vahidreza01 / Generalization-in-OOD-Detection