549 Open source projects that are alternatives of or similar to k3ai

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

CartPole game by Reinforcement Learning, a journey from training to inference

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

Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

Crane is a easy-to-use and beautiful desktop application helps you build manage your container images.

Projects developed by Domino's R&D team

FuseML aims to provide an MLOps framework as the medium dynamically integrating together the AI/ML tools of your choice. It's an extensible tool built through collaboration, where Data Engineers and DevOps Engineers can come together and contribute with reusable integration code.

Evaluate wandb, tensorboard, neptune, mlflow, etc

Machine Learning Pipelines for Kubeflow

MLOps template with examples for Data pipelines, ML workflow management, API development and Monitoring.

A declarative KubeFlow Management Tool

The Fuzzy Labs guide to the universe of open source MLOps

Kubeflow pipelines built on top of Tensorflow TFX library

The goal of this repository is to enable data scientists and ML engineers to develop data science use cases and making it ready for production use. This means focusing on the versioning, scalability, monitoring and engineering of the solution.

MLOps Case Study

A Data Engineering & Machine Learning Knowledge Hub

Kedro Plugin to support running pipelines on Kubernetes using Airflow.

PipelineAI Kubeflow Distribution

Comet-For-MLFlow Extension

A collection of Livebook notebooks

Terraform templates, examples, etc.

This is a Statistical Learning application which will consist of various Machine Learning algorithms and their implementation in R done by me and their in depth interpretation.Documents and reports related to the below mentioned techniques can be found on my Rpubs profile.

GoCD plugins to work with MLFlow as model repository in a CD flow

📷 Computer Vision Nanodegree Repository

Algorithm engineering is hard enough: don't spend your time with logistics. QA-Board organizes your runs and lets you visualize, compare and share results.

단국대 SW중심대학 2020년도 오픈소스SW설계 - 캐글뽀개기 수업 일정 및 강의자료

A set of tutorials to show how to use Julia for data science (DataFrames, MLJ, ...)

The Kubernetes Operator for Netris

Managing machine learning life-cycle with MLflow tutorial

Terraform provider for UpCloud

R package of colour palettes based on Metallica studio album covers.

A zero to complete walk through of setting up HashiCorp Consul on AWS from scratch!

No description or website provided.

YT metadata exporter

Volunteers building and sharing current, accurate, near real-time COVID-19 tracking and prediction tools.

A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.

Coarse-grained lineage and tracing for machine learning pipelines.

Repo of my blogpost articles codes

MONAI Deploy aims to become the de-facto standard for developing, packaging, testing, deploying and running medical AI applications in clinical production.

Apache Airflow Website

[Machine Learning Engineer Basic Guide] 부스트캠프 AI Tech - Product Serving 자료

This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.

Start a data science project with modern tools

Lecture content for Intro to Data Science 2018

File processing pipelines

Subscribe to this GitHub repo to access the latest tech talks, tech demos, learning materials & modules, and developer community updates!

The PyEarthScience repository created by DKRZ (German Climate Computing Center) provides Python scripts and Jupyter notebooks in particular for scientific data processing and visualization used in climate science. It contains scripts for visualization, I/O, and analysis using PyNGL, PyNIO, xarray, cfgrib, xesmf, cartopy, and others.

Managing multiple environments with Terraform made easy

Public reusable components for Polyaxon

Population assignment analysis using R

Real Time Twitter Sentiment Analysis Product

Data visualization tool for wikis evolution

GitHub Action that allows you to register models to your Azure Machine Learning Workspace.

A way for home buyers to know about factors affecting a state

The de facto standard for people who are looking to learn Dyalog APL from a book. This updated version is a work in progress.

DevOps, Cloud Native, Hybrid Cloud, Open Source, industry news, culture, and the ‘ish between.

Kedro-Airflow makes it easy to deploy Kedro projects to Airflow.

github actions stuff

Quick and Easy server testing/validation