378 Open source projects that are alternatives of or similar to ck-mlops

Portable automation meta-framework to manage, describe, connect and reuse any artifacts, scripts, tools and workflows on any platform with any software and hardware in a non-intrusive way and with minimal effort. Try it using this tutorial to modularize and automate ML Systems benchmarking from the Student Cluster Competition at SC'22:

an initiative to provide infrastructure for reproducible workflows around open data

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Productive and portable performance programming across spatial architectures (FPGAs, etc.) and vector architectures (GPUs, etc.)

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The ENIGMA Toolbox is an open-source repository for accessing 100+ ENIGMA statistical maps, visualizing cortical and subcortical surface data, and relating neuroimaging findings to micro- and macroscale brain organization. 🤠

Repository for my tutorial course: Grunt.js Web Workflows on LinkedIn Learning and Lynda.com.

Three tools to deal with Fortran code: fixed to free source form converter, upper- to lowercase converter, formatter for variable declarations

A GitHub Action that makes it easy to use Great Expectations to validate your data pipelines in your CI workflows.

Keeping track of activities around research data

Bioinformatics curated workflows that use Biocontainers tools

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

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ukbREST: efficient and streamlined data access for reproducible research of large biobanks

A tool for training models to Vertex on Google Cloud Platform.

Github action to retrieve branch or tag names with support for all events.

Data and example scripts used in the paper `Inferring hidden structure in multilayered neural circuits`

Scripts for building compilers that run anywhere, which build things that run anywhere

Prepare reproducible R Markdown posters

An ecosystem delivering practices, philosophy and portability. Powered By Deno and JavaScript.

Github action to retrieve all (added, copied, modified, deleted, renamed, type changed, unmerged, unknown) files and directories.

a simplified machine learning container platform that helps teams get started with an automated workflow

A Collection of GitHub Actions That Facilitate MLOps

Building extensible automation. Tideflow is a Realtime, open source workflows execution and monitorization web application.

Reproducibility for Humans: A lightweight tool to perform reproducible machine learning experiment.

A lightweight tool to get an AI Infrastructure Stack up in minutes not days. K3ai will take care of setup K8s for You, deploy the AI tool of your choice and even run your code on it.

Experiments logging & visualization

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

A declarative KubeFlow Management Tool

mRMR (minimum-Redundancy-Maximum-Relevance) for automatic feature selection at scale.

Helm charts for creating reproducible and maintainable deployments of Polyaxon with Kubernetes.

This is the main repo for Penglai.

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Black-box optimization library

Empirical Software Engineering journal (EMSE) open science and reproducible research initiative

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Data Analysis Workflows & Reproducibility Learning Resources