Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

https://github.com/kubeflow-kale/kale

Kubeflow’s superfood for Data Scientists

jupyter-notebook kubeflow kubeflow-pipelines machine-learning

Last synced: 29 Jun 2024

https://github.com/ploomber/soopervisor

☁️ Export Ploomber pipelines to Kubernetes (Argo), Airflow, AWS Batch, SLURM, and Kubeflow.

airflow argo argo-workflows aws data-science kubeflow kubeflow-pipelines kubernetes machine-learning slurm workflow

Last synced: 29 Jun 2024

https://github.com/CognonicLabs/awesome-AI-kubernetes

:snowflake: :whale: Awesome tools and libs for AI, Deep Learning, Machine Learning, Computer Vision, Data Science, Data Analytics and Cognitive Computing that are baked in the oven to be Native on Kubernetes and Docker with Python, R, Scala, Java, C#, Go, Julia, C++ etc

ai analytics big-data cognitive-science data-science docker kubeflow kubernetes kubernetes-ai kubernetes-analytics kubernetes-data-science kubernetes-ml ml pachyderm python-ml scala seldon-core spark spark-kubernetes spark-ml

Last synced: 20 Jun 2024

https://github.com/thoughtworks/mlops-platforms

Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...

azureml data-science databricks dataiku datarobot google-ai-platform h2oai iguazio knime kubeflow machine-learning mlflow mlops pachyderm sagemaker seldon

Last synced: 20 Jun 2024

https://github.com/awslabs/data-on-eks

DoEKS is a tool to build, deploy and scale Data & ML Platforms on Amazon EKS

aws-eks eks jupyterhub kubeflow kubernetes ml mlflow ray spark terraform

Last synced: 12 Jun 2024

https://github.com/kf5i/k3ai

K3ai is a lightweight, fully automated, AI infrastructure-in-a-box solution that allows anyone to experiment quickly with Kubeflow pipelines. K3ai is perfect for anything from Edge to laptops.

artificial-intelligence datascience edge inference-server k3s kubeflow kubeflow-pipelines kubernetes machinelearning

Last synced: 05 Jun 2024

https://github.com/google/nitroml

NitroML is a modular, portable, and scalable model-quality benchmarking framework for Machine Learning and Automated Machine Learning (AutoML) pipelines.

automl benchmarking kubeflow machine-learning model-quality modular portable python scale tfx

Last synced: 01 Jun 2024

https://github.com/kubeflow/mpi-operator

Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)

apache-mxnet distributed-computing horovod kubeflow kubernetes mpi pytorch tensorflow

Last synced: 31 May 2024

https://github.com/deployKF/deployKF

deployKF builds machine learning platforms on Kubernetes. We combine the best of Kubeflow, Airflow†, and MLflow† into a complete platform.

argocd artificial-intelligence gitops kubeflow kubernetes machine-learning mlops

Last synced: 19 May 2024

https://github.com/alirezadir/Production-Level-Deep-Learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

ai artificial-intelligence deep-learning deployment kubeflow machine-learning pipeline practical-machine-learning production-system scalable-applications system-design tfx

Last synced: 15 May 2024

https://github.com/couler-proj/couler

Unified Interface for Constructing and Managing Workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Apache Airflow.

apache-airflow argo-workflows cloud-native distributed-computing kubeflow kubernetes machine-learning python scheduler tekton-pipelines unified-api unified-interface workflow-automation workflow-engine workflow-management

Last synced: 12 May 2024

https://github.com/helmut-hoffer-von-ankershoffen/jetson

Helmut Hoffer von Ankershoffen experimenting with arm64 based NVIDIA Jetson (Nano and AGX Xavier) edge devices running Kubernetes (K8s) for machine learning (ML) including Jupyter Notebooks, TensorFlow Training and TensorFlow Serving using CUDA for smart IoT.

ansible archiconda cuda docker edge-devices hoffer-von-ankershoffen jupyter k8s kubeflow kubernetes kustomize machine-learning ml nvidia-jetson-nano nvidia-jetson-xavier skaffold smart-iot software-engineering tensorflow-serving virtualbox

Last synced: 12 Apr 2024

https://github.com/tencentmusic/cube-studio

cube studio开源云原生一站式机器学习/深度学习AI平台，支持sso登录，多租户/多项目组，大数据平台对接，notebook在线开发，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务VGPU，边缘计算，serverless，标注平台，自动化标注，数据集管理，大模型微调，vllm大模型推理，llmops，私有知识库，AI模型应用商店，支持模型一键开发/推理/微调，支持国产cpu/gpu/npu芯片，支持RDMA，支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/spark/ray/volcano分布式

ai aihub argo automl gpt inference kubeflow kubernetes llmops mlops notebook pipeline pytorch spark vgpu workflow

Last synced: 26 Mar 2024

https://github.com/mikeroyal/Kubernetes-Guide

Kubernetes Guide. Learn all about Kubernetes monitoring, networking, and containers. Whether you're running Kubernetes Locally or in the Cloud ( Azure, AWS, and GCP).

awesome-lists cloud-computing gke istio k3s k8s kubeadm kubectl kubeflow kubernetes kubernetes-cluster kubernetes-controller kubernetes-deployment kubernetes-monitoring kubernetes-operator kubernetes-setup minikube rancher thanos wsl2

Last synced: 17 Mar 2024

https://github.com/Azure/kubeflow-labs

👩‍🔬 Train and Serve TensorFlow Models at Scale with Kubernetes and Kubeflow on Azure

distributed-tensorflow docker jupyter-notebook jupyterhub kubeflow kubernetes machine-learning tensorflow tensorflow-serving

Last synced: 15 Mar 2024