ML Apps

Issue-Label-Bot

Code For The Issue Label Bot, an App that automatically labels issues using machine learning, available on the GitHub Marketplace. This is also code for the blog article: "How to automate tasks on GitHub with machine learning for fun and profit"

actions-ml-cicd

A Collection of GitHub Actions That Facilitate MLOps

ml-template-azure

Template for getting started with automated ML Ops on Azure Machine Learning

actions-chatops

Actions That Enables ChatOps In a PR Through a GitHub App

actions-app-token

Impersonate a GitHub App Token inside Actions

wandb-action

GitHub Action That Retrieves Model Runs From Weights & Biases

gpr-docker-publish

GitHub Action That Publishes Docker Images to GPR

actions-argo

GitHub Action That Submits Argo Workflows From GitHub

mlops-dashboard

Prototype MLOps Dashboard Using GitHub Pages

pr-comment

Action that makes a pr comment from a file artifact

hands-on-ml2

Notebooks from https://github.com/ageron/handson-ml2 as blog posts using fastpages

self-hosted-k8s-runner

Run a self-hosted Actions runner on Kubernetes.

gke-argo

GitHub Action That Submits Argo Workflows For Execution on Your GKE Cluster

mystify

Jupyter backend for textual notebooks in MyST format

website-docs

Docs for ml-ops.github.com

IssuesLanguageModel

A Language model trained on a large corpus of GitHub Issues

mdparse

Parsing of markdown files for deep learning

great-expectations-render

MLOps

Managing machine learning operations using GitHub and other cloud providers.

demo-videos

dvc-example

binder-test

fastai2

Temporary home for fastai v2 while it's being developed

fastpages-test

great_expectations_action

images

various images for websites

notebook-diff

Notebook diffs from actions for quick view

run-nb

scikit-learn

scikit-learn: machine learning in Python

test_html

test how i html renders in GitHub