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Search results for kubernetes data science

66 search results found

Recommenders ⭐ 17,972

Best Practices on Recommendation Systems

Computervision Recipes ⭐ 9,225

Best Practices, code samples, and documentation for Computer Vision.

Metaflow ⭐ 7,524

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

Pachyderm ⭐ 6,035

Data-Centric Pipelines and Data Versioning

Flyte ⭐ 4,380

Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

Orchest ⭐ 3,876

Build data pipelines, the easy way 🛠️

Polyaxon ⭐ 3,438

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

Pipelines ⭐ 3,368

Machine Learning Pipelines for Kubeflow

Ploomber ⭐ 3,318

The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️

Ml Workspace ⭐ 3,197

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

Determined ⭐ 2,715

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

Metarank ⭐ 1,949

A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine

Diffgram ⭐ 1,772

The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.

Enterprise ⭐ 1,568

🦄 The Enterprise™ programming language

Mlrun ⭐ 1,177

Machine Learning automation and tracking

Optscale ⭐ 854

MLOps and FinOps platform to run ML/AI experiments and regular cloud workloads with optimal performance and cost.

Aqueduct ⭐ 482

Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.

Everything Tech ⭐ 372

A collection of online resources to help you on your Tech journey.

Primehub ⭐ 367

open-source MLOps platform

Bodywork Core ⭐ 358

ML pipeline orchestration and model deployments on Kubernetes, made really easy.

Issue Label Bot ⭐ 313

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"

🔬 Data science environment for k8s

Terraform Provider Iterative ⭐ 286

☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes

Distributed Ml Patterns ⭐ 270

Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo

GPU environment management and cluster orchestration

🧰 Multi-user development platform for machine learning teams. Simple to setup within minutes.

Dataplane ⭐ 171

Dataplane is an Airflow inspired unified data platform with additional data mesh and RPA capability to automate, schedule and design data pipelines and workflows. Dataplane is written in Golang with a React front end.

Awesome Kubeflow ⭐ 169

A curated list of awesome projects and resources related to Kubeflow (a CNCF incubating project)

Actions Ml Cicd ⭐ 136

A Collection of GitHub Actions That Facilitate MLOps

Transform your pythonic research to an artifact that engineers can deploy easily.

Kubeflow Manifests ⭐ 134

KubeFlow on AWS

Cloud Clubs Learner Library ⭐ 104

A library for learners! Whether or not you're a part of AWS Cloud Clubs, take a look in this library for free, open, leveled content for students 18+ worldwide

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.

Nuclio Jupyter ⭐ 80

Nuclio Function Automation for Python and Jupyter

Beneath is a serverless real-time data platform ⚡️

Awesome Ai Kubernetes ⭐ 62

❄️ 🐳 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

Oreilly Ai K8s Tutorial ⭐ 58

Materials for the "AI on Kubernetes" tutorial at O'Reilly AI SF 2018

Containerized distributed programming framework for Python

Learn.sharjeelsayed.com ⭐ 51

Curated Self Study Guide for Computer Science, DevOps, SRE & SysAdmin

Soopervisor ⭐ 42

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

Julia Workshop ⭐ 39

"Integrating Julia in real-world, distributed pipelines" for JuliaCon 2017

Sak Kubeflow ⭐ 36

🚀 Deploy Kubeflow on AWS EKS with Terraform 🤖

Data Machinelearning The Boring Way ⭐ 31

Build & Learn Data Engineering,Machine Learning over Kubernetes. No Shortcut approach.

Kubeflow Data Science On Steroids ⭐ 30

The blog post about Kubeflow, including all materials

Prometeo Pyrrha ⭐ 27

Former repository for Prometeo, winner of the Call for Code 2019 Global Challenge, open sourced as Pyrrha (see links within this repo). It measures toxin exposure in real time and analyzes trends over time.

Schedule ⭐ 25

Schedule for talks, workshops, etc. w/ links to past talk slides and videos.

Pyspark K8s Boilerplate ⭐ 23

Boilerplate for PySpark on Cloud Kubernetes

Bodywork Ml Pipeline Project ⭐ 21

Deployment template for a continuous training pipeline.

Neon Workshop ⭐ 20

A Pachyderm deep learning tutorial for conference workshops

Dsri Documentation ⭐ 20

📖 Documentation for the Data Science Research Infrastructure at Maastricht University

Ml Workflow Automation ⭐ 20

Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deployment as a RESTful service on Kubernetes.

Polyaxon Core Client & CLI to streamline MLOps

Analytics Platform Ops ⭐ 18

Ops and deployment resources for MOJ Analytics platform

Presto Kubernetes ⭐ 18

Running Presto on k8s

ZeroTier + Caddy sidecar

Kubeflow blog based on fastpages

Data Mill ⭐ 16

A K8s-based infrastructure for analytics

Max Central Repo ⭐ 15

Central Repository of Model Asset Exchange project. This repository contains information about the available models, current project status, contribution guidelines and supporting assets.

Cheatsheets For Ai ⭐ 14

Cheatsheets on numerous topics ranging from DataScience | ML | DL | AI | Big Data.

Astarte_flow ⭐ 14

Build data processing pipelines with Astarte Flow.

Terrytangyuan.github.com ⭐ 11

Easy Jupyter ⭐ 11

Containerized Data Science Tools

Production Grade Nifi & Nifi Registry. Deploy for VM (Virtual Machine) with Terraform + Ansible, Helm & Helmfile for Kubernetes (EKS)

Presentation ⭐ 10

Presentations from the GDG Cloud Chennai meetup event.

Graph Db Insights ⭐ 9

Get insights from OrientDB database using PyOrient through IBM Watson Studio

Custom JupyterLab container for local-workstations and in-cluster Kubernetes Data Science, Machine Learning and IoT.

Roadmap Data Scientist ⭐ 9

The basic roadmap to become a data scientist

Airflow Kubernetes ⭐ 9

Simple Airflow on Kubernetes (GKE)

Bodywork Serve Model Project ⭐ 7

Deployment template for serving a ML model as web-service with a REST API.

Bodywork Batch Job Project ⭐ 6

Deployment template for batch-scoring a dataset with a pre-trained ML model.

Kubego Notebooks ⭐ 6

Fast and easy Jupyter notebooks

Metaflow On Kubernetes Docs ⭐ 6

Documentation For Running Metaflow on Kubernetes

K8s For Datascience ⭐ 5

To keep K8s related code for data science meetup and conference

Airflow On Openshift ⭐ 5

Deploy Airflow onto OpenShift with Helm

TJ Palanca's Personal Cloud

Bodywork Mlops Demo ⭐ 5

Demonstrating how Bodywork can be used to deploy a simulation of the lifecycle of a train-and-serve ML pipeline, responding to new data undergoing concept drift.

Bodywork Scikit Fastapi Project ⭐ 5

Deploy Scikit-Learn models on Kubernetes, using FastAPI with Bodywork.

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