Resources/Weekly reading list

5월 5주차 ; 6월 1주차

Cho et al. 2022. 6. 7.

Explainable AI: Unfold the Blackbox | by Charu Makhijani | May, 2022 | Towards Data Science

 

Explainable AI: Unfold the Blackbox

Build trust in machine learning with XAI, Guide to SHAP & SHapley Values

towardsdatascience.com

How to add explainability to your machine learning project | by Othmane Jebbari | Margo Analytics | May, 2022 | Medium

 

How to add explainability to your machine learning project

Spending some time exploring Kaggle competitions may lead you to think that the ultimate quest fsor a data scientist is to maximize the…

medium.com

Explainable AI (XAI): Permutation Feature Importance | by Gaurav Agarwal | May, 2022 | Medium

 

Explainable AI (XAI): Permutation Feature Importance

While working on Machine Learning models, we often measure the model performance by f1 score or R² score. These estimators are good when…

medium.com

Feature selection using FRUFS and VevestaX | by Priyanka | Apr, 2022 | Medium

 

Feature selection using FRUFS and VevestaX

In machine learning problems, feature selection helps in reducing overfitting, removes noisy variables, reduces memory footprint, etc. In…

medium.com

 

A novel augmentation technique for imbalanced data | by Ashhadul Islam | Medium

 

A novel augmentation technique for imbalanced data

Tipping the scales

ashhadulislam.medium.com

An Introduction Into Advanced Visualizations With Plotly Express | by @lee-rowe | Analytics Vidhya | Medium

 

An Introduction Into Advanced Visualizations With Plotly Express

Visualizations can be the most important part of a data science project. Matplotlib as well as Seaborn are both very common and most of the…

medium.com

REST - 위키백과, 우리 모두의 백과사전 (wikipedia.org)

 

REST - 위키백과, 우리 모두의 백과사전

대한민국의 힙합 음악가에 대해서는 R-EST 문서를 참고하십시오. REST(Representational State Transfer)는 월드 와이드 웹과 같은 분산 하이퍼미디어 시스템을 위한 소프트웨어 아키텍처의 한 형식이다. 이

ko.wikipedia.org

 

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