Popular GitHub Repositories for Feature Augmentation

For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.

Image augmentation for machine learning experiments.

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

The Open Source Feature Store for AI/ML

A system for quickly generating training data with weak supervision

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.

Image augmentation library in Python for machine learning.

An Open Source Python alternative to NotebookLM's podcast feature: Transforming Multimodal Content into Captivating Multilingual Audio Conversations with GenAI

Data augmentation for NLP

A curated list of automated machine learning papers, articles, tutorials, slides and projects

??AutoDev: The AI-powered coding wizard（AI 驱动编程助手）with multilingual support ?, auto code generation ??, and a helpful bug-slaying assistant ?! Customizable prompts ? and a magic Auto Dev/Testing/Document/Agent feature ? included! ?

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

??High-Performance Face Recognition Library on PaddlePaddle & PyTorch??

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.