mlflow

microsoft/nlp-recipes

Natural Language Processing Best Practices & Examples

aimhubio/aim

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

databricks/koalas

Koalas: pandas API on Apache Spark

databricks/LearningSparkV2

This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]

charliedream1/ai_quant_trade

股票AI操盘手：从学习、模拟到实盘，一站式平台。包含股票知识、策略实例、因子挖掘、传统策略、机器学习、深度学习、强化学习、图网络、高频交易、C++部署和聚宽实例代码等，可以方便学习、模拟及实盘交易

bansalkanav/Machine_Learning_and_Deep_Learning

SeldonIO/MLServer

An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more

awslabs/data-on-eks

DoEKS is a tool to build, deploy and scale Data & ML Platforms on Amazon EKS

thoughtworks/mlops-platforms

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

fmind/mlops-python-package

Kickstart your MLOps initiative with a flexible, robust, and productive Python package.

InfuseAI/crane

Crane is a easy-to-use and beautiful desktop application helps you build manage your container images.

30lm32/ml-projects

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

Toumash/mlflow-docker

Ready to run docker-compose configuration for ML Flow with Mysql and Minio S3

TensorOpsAI/LLMstudio

Framework to bring LLM applications to production

Galileo-Galilei/kedro-mlflow

A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)

squaredev-io/whitebox

[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes

gorodnitskiy/yet-another-lightning-hydra-template

Flexible and scalable template based on PyTorch Lightning + Hydra. Efficient workflow and reproducibility for rapid ML experiments.

eugeneyan/papermill-mlflow

🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.

Pythondeveloper6/Awesome-MLOPS

All the available resources to master MLOPS from scratch

tvdboom/ATOM

Automated Tool for Optimized Modelling

k3ai/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.

MBKraus/incremental_training

Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'

AutoViML/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.

MobileTeleSystems/CoolGraph

Make GNN easy to start with

jrzaurin/ml-pipeline

Using Kafka-Python to illustrate a ML production pipeline

soundsensing/mlflow-easyauth

Deploy MLflow with HTTP basic authentication using Docker

zademn/mnist-mlops-learning

In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits

G-Research/fasttrackml

Experiment tracking server focused on speed and scalability

khuyentran1401/Machine-learning-pipeline

Example machine learning pipeline with MLflow and Hydra

manifoldailearning/Complete-MLOps-BootCamp

A Hands on Guide on MLOps Practices to take your model from Laptop to Production. Created by the Author - Nachiketh Murthy

fuseml/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.

ThinamXx/MLOps

The repository contains a list of projects which I will work on while learning and implementing MLOps.

Azure-Samples/azure-databricks-mlops-mlflow

Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.

dominodatalab/domino-research

Projects developed by Domino's R&D team

ymym3412/mlflow-docker-compose

Deploy mlflow with docker-compose