617 Open source projects that are alternatives of or similar to awesome-open-mlops

Jupyter Notebooks from the old UnsupervisedLearning.com (RIP) machine learning and statistics blog

Comet-For-MLFlow Extension

Kedro Plugin to support running pipelines on Kubernetes using Airflow.

Codice sorgente ed Errata Corrige del mio libro "A tu per tu col Machine Learning"

A fast xgboost feature selection algorithm

Python codes from tutorials on the Data Professor YouTube channel

yet another custom data science template via cookiecutter

Jun 2020 scikit-learn sprint

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

An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana

A Data Engineering & Machine Learning Knowledge Hub

Dynamic Programming implemented in Rcpp. Includes example partition and out of sample fitting applications.

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

Compilation of R and Python programming codes on the Data Professor YouTube channel.

MLOps Case Study

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.

anomaly detection with anomalize and Google Trends data

ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management

A guide to getting started with Data Science and ML.

This repository contains notes and projects of Data scientist track from dataquest course work.

List of Data Science and Machine Learning Resource that I frequently use

📚 [.md & .ipynb] Series of Artificial Intelligence & Deep Learning, including Mathematics Fundamentals, Python Practices, NLP Application, etc. 💫 人工智能与深度学习实战，数理统计篇 | 机器学习篇 | 深度学习篇 | 自然语言处理篇 | 工具实践 Scikit & Tensoflow & PyTorch 篇 | 行业应用 & 课程笔记

Data-centric declarative deep learning framework

All the slides, accompanying code and exercises all stored in this repo. 🎈

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.

Automatic feature engineering using Generative Adversarial Networks using Deeplearning4j and Apache Spark.

A REST API to serve machine learning and deep learning models

Python library for feature selection for text features. It has filter method, genetic algorithm and TextFeatureSelectionEnsemble for improving text classification models. Helps improve your machine learning models

Age classification from text using PAN16, blogs, Fisher Callhome, and Cancer Forum

Smart contracts for decentralized rentals of vehicles.

Incogly is a video conferencing app aimed to remove any implicit bias in an interview and easing the process of remote collaboration.

In this repo I will try to gather all of the projects related to data science with clean datasets and high accuracy models to solve real world problems.

NYC WiMLDS scikit-learn open source sprint (Aug 24, 2019)

This repo holds configuration for infrastructure used across the tektoncd org 🏗️

Main repository for the data.gov service

Completely Scalable FastAPI based template for Machine Learning, Deep Learning and any other software project which wants to use Fast API as an API framework.

Service identification on ciphered traffic.

Spin up a fully configured Ubuntu/Debian-based web server in under 10 minutes with Nginx (w/ HTTPS), PHP FPM, Postfix, OpenDKIM, MySQL/MariaDB, PostgreSQL, and more. Deploy your web application too.

Data science investigations into the mechanics of the world's greatest role playing game

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

Programmatic management of infrastructure using Terraform and Protocol Buffers

A collection of portable workflows, automation recipes and components for MLOps in a unified CK format. Note that this repository is outdated - please check the 2nd generation of the CK workflow automation meta-framework with portable MLOps and DevOps components here:

Snorkel - Bootstrap your Data Science

Creating infrastructure and running applications using different platforms

ScalaTIKZ is an open-source library for PGF/TIKZ vector graphics.

Type4Py: Deep Similarity Learning-Based Type Inference for Python

A linter for config files with a customizable rule set

A declarative KubeFlow Management Tool

Spotify Vibe Checker Web App to vibe check your Spotify Playlists! (currently broken due to CORS)

Simple Tool to deploy Cloudformation Templates

This repository will contain all the stuffs required for beginners in ML and DL do follow and star this repo for regular updates

Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Vectorized Machine Learning in Python 🐍 From Scratch

Top 5th percentile solution to the Kaggle knowledge problem - Bike Sharing Demand

SwiftUI MLKit Language Identification & Translator

AWS Data Transfer Cost Explorer

My GitHub blog: things you might be interested, and probably not...

Visual Similarity research at Fynd. Contains code to reproduce 2 of our research papers.

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