Dockerized_data_science_playground

Multi-docker container data science / engineering playground (w/ Kafka, Airflow, MLFlow, Tensorflow-Keras / SKLearn) for simulating a microservices-oriented architecture

Categories > Machine Learning > Sklearn

Suggest Alternative

Stars

License

No license specified

Open Issues

Most Recent Commit

2 years ago

Programming Language

Dockerfile

Categories

Virtualization > Docker

Machine Learning > Tensorflow

Data Storage > Postgresql

Virtualization > Dockerfile

Data Processing > Data Science

Machine Learning > Keras

Data Processing > Kafka

Virtualization > Docker Compose

Configuration Management > Zookeeper

Machine Learning > Scikit Learn

Repo

Suggest An Alternative To dockerized_data_science_playground

Popular Sklearn Projects

Ailearning ⭐ 37,934

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

dependent packages 2total releases 8latest release March 20, 2022most recent commit 2 months ago

Tutorials ⭐ 8,562

机器学习相关教程

most recent commit 3 years ago

Auto Sklearn ⭐ 7,262

Automated Machine Learning with scikit-learn

dependent packages 24total releases 42latest release September 20, 2022most recent commit 4 months ago

Superduperdb ⭐ 3,924

🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.

total releases 5latest release January 13, 2023most recent commit 3 months ago

Hands On Ml Zh ⭐ 3,736

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】

dependent packages 2total releases 1latest release September 19, 2020most recent commit 3 years ago

Popular Airflow Projects

Airflow ⭐ 34,468

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

dependent packages 320total releases 169latest release November 27, 2023most recent commit a day ago

Diagrams ⭐ 33,556

:art: Diagram as Code for prototyping cloud system architectures

dependent packages 38total releases 45latest release October 30, 2023most recent commit 3 months ago

Argo Workflows ⭐ 14,264

Workflow Engine for Kubernetes

dependent packages 51total releases 449latest release November 27, 2023most recent commit 8 days ago

Dolphinscheduler ⭐ 11,613

Apache DolphinScheduler is the modern data orchestration platform. Agile to create high performance workflow with low-code

dependent packages 28total releases 24latest release October 11, 2023most recent commit 3 months ago

Pipeline ⭐ 4,158

PipelineAI

total releases 85latest release July 18, 2017most recent commit 2 years ago

Popular Machine Learning Categories

Natural Language Processing

Neural Network

Neural

Computer Vision

Convolutional Neural Networks

Opencv