nielsborie / machine-learning-environmentsLinks
π³ An all-in-one Docker image for machine learning. Contains all the popular python machine learning librairies (scikit-learn, xgboost, LightGBM, gensim,Keras, etc...).
β79Updated 7 months ago
Alternatives and similar repositories for machine-learning-environments
Users that are interested in machine-learning-environments are comparing it to the libraries listed below
Sorting:
- π§° Multi-user development platform for machine learning teams. Simple to setup within minutes.β319Updated 3 years ago
- Dockerized ML Cookiecutterβ75Updated 2 years ago
- MLOps simplified. One-stop AI delivery platform, all the features you need.β100Updated last week
- Automated Data Science and Machine Learning library to optimize workflow.β104Updated 2 years ago
- Anovos - An Open Source Library for Scalable feature engineering Using Apache-Sparkβ76Updated 2 years ago
- A very simple way to deploy any machine learning model using Azure Functionsβ29Updated 6 years ago
- Bare bones use-case for deploying a containerized web app (built in streamlit) on AWS.β92Updated last year
- Ready to run docker-compose configuration for ML Flow with Mysql and Minio S3β258Updated last year
- A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one commandβ71Updated 3 months ago
- BentoML Example Projects π¨β139Updated 7 months ago
- π³ππ€Cookiecutter template to launch an awesome dockerized Data Science toolstack (incl. Jupyster, Superset, Postgres, Minio, AirFlow & β¦β214Updated 2 years ago
- Examples how MLJAR can be usedβ60Updated last year
- This article compares open-source Python packages for pipeline/workflow development: Airflow, Luigi, Gokart, Metaflow, Kedro, PipelineX.β57Updated 5 years ago
- Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcomeβ¦β121Updated last year
- An example MLflow projectβ269Updated last year
- Machine learning and process automationβ138Updated 2 years ago
- Guide on creating an API for serving your ML modelβ67Updated 3 years ago
- A collection of Machine Learning examples to get started with deploying RAPIDS in the Cloudβ142Updated 10 months ago
- Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring modelβ66Updated 3 years ago
- Awesome list of AutoML frameworks - curated by @oskar-jβ30Updated 2 years ago
- End to End example integrating MLFlow and Seldon Coreβ52Updated 4 years ago
- Get started DVC project (NLP, random forest)β183Updated last year
- Sample AI Apps built with H2O Wave.β158Updated 10 months ago
- A simple search engine to search medium stories built with streamlit and elasticsearch.β40Updated 3 years ago
- Example project showing how to host multiple streamlit apps on Heroku behind a nginx proxy with authenticationβ80Updated 2 years ago
- Code demonstrating a simple Machine Learning model abstract base class and its uses.β14Updated 2 years ago
- A Collection of GitHub Actions That Facilitate MLOpsβ208Updated 2 years ago
- ML project template facilitating both research and production phases.β111Updated 6 years ago
- π² A curated list of MLOps projects, tools and resourcesβ185Updated last year
- Get your MLOps (Level 1) platform started and going fast.β123Updated 2 years ago