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Marcin Malawski's starred repositories

metaflow

:rocket: Build and manage real-life ML, AI, and data science projects with ease!

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evidently

Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

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prometheus-adapter

An implementation of the custom.metrics.k8s.io API using Prometheus

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mlflow

Open source platform for the machine learning lifecycle

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ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

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dyntastic

A DynamoDB library on top of Pydantic and boto3.

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kubeflow-manifests

KubeFlow on AWS

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bundle-kubeflow

Charmed Kubeflow

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kubeflow-spark

Orchestrate Spark Jobs from Kubeflow Pipelines and poll for the status.

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kale

Kubeflow’s superfood for Data Scientists

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elyra

Elyra extends JupyterLab with an AI centric approach.

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kubevirt

Kubernetes Virtualization API and runtime in order to define and manage virtual machines.

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sak-kubeflow

🚀 Deploy Kubeflow on AWS EKS with Terraform 🤖

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Klayers

Python Packages as AWS Lambda Layers

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aws-eks-best-practices

A best practices guide for day 2 operations, including operational excellence, security, reliability, performance efficiency, and cost optimization.

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curriculum

📚Open Source Curriculum for CNCF Certification Courses

oauth2-proxy

A reverse proxy that provides authentication with Google, Azure, OpenID Connect and many more identity providers.

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fosite

Extensible security first OAuth 2.0 and OpenID Connect SDK for Go.

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kubernetes-failure-stories

Compilation of public failure/horror stories related to Kubernetes

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awesome-gitops

A curated list for awesome GitOps resources

MIT146000

flux

Successor: https://github.com/fluxcd/flux2

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dex

OpenID Connect (OIDC) identity and OAuth 2.0 provider with pluggable connectors

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kubectx

Faster way to switch between clusters and namespaces in kubectl

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amazon-eks-ami

Packer configuration for building a custom EKS AMI

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awesome-kubernetes

A curated list for awesome kubernetes sources :ship::tada:

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CKAD-resources

Study materials for k8s CKAD

MIT87900

kubernetes-the-hard-way

Bootstrap Kubernetes the hard way on Vagrant on Local Machine. No scripts.

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pipelines

Machine Learning Pipelines for Kubeflow

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examples

A repository to host extended examples and tutorials

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kubespray

Deploy a Production Ready Kubernetes Cluster

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