Repository Index

The Cloud Native AI Platform

• ml
• kubernetes
• minikube
• tensorflow

Kubernetes Community Documentation

• kubernetes

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

• sagemaker
• aws
• reinforcement-learning
• machine-learning

A self-contained JavaScript wiki for the browser, Node.js, AWS Lambda etc.

• tiddlywiki
• javascript
• html
• wiki

Ready-to-run Docker images containing Jupyter applications

• notebook
• jupyter
• docker
• jupyterhub

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

• h2o
• machine-learning
• data-science
• deep-learning

Litmus helps SREs and developers practice chaos engineering in a Cloud-native way. Chaos experiments are published at the ChaosHub (https://hub.litmuschaos.io). Community notes is at https://hackmd.io/a4Zu_sH4TZGeih-xCimi3Q

• chaos-engineering
• kubernetes
• chaos-experiments
• cloud-native

Your web application for managing personal data.

• dashboard
• dashboards
• manager
• symfony

pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

• python
• aws
• pandas
• apache-arrow

The Hunting ELK

• hunting
• elasticsearch
• kibana
• logstash

AI Infra / AI Orchestration / AI Control Plane

• deep-learning
• machine-learning
• artificial-intelligence
• data-science

🛠 All-in-one web-based IDE specialized for machine learning and data science.

• machine-learning
• deep-learning
• data-science
• docker

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

• data-science
• python
• dag
• data-engineering

Elyra extends JupyterLab with an AI centric approach.

• notebooks
• notebook-jupyter
• jupyterlab
• jupyterlab-extensions

:notebook: eLabFTW is the most popular open source electronic lab notebook for research labs.

• laboratory
• notebook
• lims
• php

Cloud Native Presentation Slides with Jupyter Notebook + Reveal.js

• jupyter-notebook
• nbconvert
• reveal-slide-decks
• reveal-js

Declarative and reproducible Jupyter environments - powered by Nix

• jupyterlab
• nix
• jupyter
• jupyter-notebooks

food image to recipe with deep convolutional neural networks.

• convolutional-neural-networks
• keras
• chef
• deep-learning

Self-hosted app with browser frontend that enables sharing and storing text snippets and files. Also includes a markdown and rich text scratchpad.

• docker
• file-sharing
• golang
• homelab

A lightweight, self-hostable changelog and roadmap web application that lets you share product updates with your community and gather feedback through voting on upcoming features. Built with SvelteKit and Go.

• changelog
• customer-feedback
• docker
• go

Serverless ML Framework

• serverless
• machine-learning
• distributed-systems
• jupyter-notebook

Docker container for Kafka - Spark Streaming - Cassandra

Big Data essentials: Hadoop, MapReduce, Spark. Explore tutorials and demos in Jupyter notebooks—most are self-contained and live, ready to run with a click.

• big-data
• bigdata
• spark
• spark-sql

Various Jupyter notebooks about Common Crawl data

• jupyter-notebook
• common-crawl
• aws-athena
• webarchiving