Top 28 mlflow open source projects

Mlflow
Open source platform for the machine learning lifecycle
papermill-mlflow
🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.
one-click-mlflow
A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command
pywedge
Makes Interactive Chart Widget, Cleans raw data, Runs baseline models, Interactive hyperparameter tuning & tracking
MLOps
MLOps template with examples for Data pipelines, ML workflow management, API development and Monitoring.
dvc dask use case
A use case of a reproducible machine learning pipeline using Dask, DVC, and MLflow.
mlf-core
CPU and GPU deterministic and therefore fully reproducible machine learning pipelines using MLflow.
five-minute-midas
Predicting Profitable Day Trading Positions using Decision Tree Classifiers. scikit-learn | Flask | SQLite3 | pandas | MLflow | Heroku | Streamlit
crane
Crane is a easy-to-use and beautiful desktop application helps you build manage your container images.
deep autoviml
Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome. Permission granted upon request.
mlops-platforms
Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...
mlflow-docker
Ready to run docker-compose configuration for ML Flow with Mysql and Minio S3
k3ai
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.
mlflow tutorial
Managing machine learning life-cycle with MLflow tutorial
incremental training
Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'
mlflow-gocd
GoCD plugins to work with MLFlow as model repository in a CD flow
fuseml
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.
event extract master
支持百度竞赛数据的中文事件抽取,支持ace2005数据的英文事件抽取,本人将苏神的三元组抽取算法中的DGCNN改成了事件抽取任务,并将karas改成了本人习惯使用的pytorch,在数据加载处考虑了各种语言的扩展
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