Popular GitHub Repositories for Standardization

[CVPR 2024 Highlight] Logit Standardization in Knowledge Distillation

Advanced automated image processing tool for selection, cropping, and standardization. (Helper for stable diffusion), now updated with GUI ?

An analysis of the systemic impact, on the Web, of AI systems, and in particular ones based on Machine Learning models, and the role that Web standardization may play in managing that impact

This AI-powered tool extracts Subject-Predicate-Object (SPO) triplets from unstructured text using LLMs, performs entity standardization and relationship inference, and generates interactive, community-detected knowledge graphs with rich visualizations.

In this case, we train our model with several medical informations such as the blood glucose level, insulin level of patients along with whether the person has diabetes or not so this act as labels whether that person is diabetic or non-diabetic so this will be label for this case.

A tidy package that detects and standardizes organizations in unstructured text data

Music management & curation tool that imports tracks for metadata standardization & matching against pre-analyzed tracks in the Spawn Catalog. Supports advanced ML-based music curation, along with “favorites” personalization. Spawn is able to generate curated M3U playlists and automatically creates symlinks for universal playlist sharing.

In this repository, a regression analysis is conducted using different machine learning and deep learning models. The study is led in order to choose the most suitable model by looking at different characteristics (models tuning, features scaling, etc).

Kernels for machine learning problems

linear regression from scratch using NumPy and Pandas to predict house prices with gradient descent training.