Popular GitHub Repositories for Kubeflow Pipelines

Machine Learning Pipelines for Kubeflow

This repository holds files and scripts for incorporating simple CI/CD practices for model training in ML.

Kubeflow Pipeline along with MLflow Tracking on a time series forecasting example.

Demonstrate the use of ops tools to automate ML workflow

Some collected and improved Jupyter Notebook Templates for MLOps, mainly for Kubeflow pipelines on GCP Vertex AI platform and Tensorflow Extended pipelines.

Introducing DeToxify – the ultimate toxicity buster. Armed with NLP superpowers, it sniffs out harmful comments, neutralizes negativity, and rewrites toxicity into pure class. Think of it as Jarvis for your online spaces—making the internet a kinder, smarter place, one comment at a time.

Kubeflow pipeline demo for MLOps purposes

A neural net based on VAE and diffusion, that generates the audio from predefined genres.

Guide on how to structure and implement machine learning pipelines.