Topic: mlflow Goto Github

👇 Here are 759 public repositories matching this topic...

30lm32 / ml-projects
mlflow,ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python
User: 30lm32
keras tensorflow spam-classification random-forest gensim word2vec docker timeseries-analysis imbalanced-data svm kdtree nlp machine-learning geolocation lstm-neural-networks deep-learning text-classification tensorboard mlflow ab-testing

aimhubio / aim
mlflow,Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
Organization: aimhubio
Home Page: https://aimstack.io
ai data-science data-visualization experiment-tracking machine-learning metadata metadata-tracking ml mlflow mlops prompt-engineering python pytorch tensorboard tensorflow visualization

artefactory / one-click-mlflow
mlflow,A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command
Organization: artefactory
terraform gcp mlflow docker serverless

autoviml / deep_autoviml
mlflow,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.
User: autoviml
tensorflow keras automl autokeras pycaret tpot mljar gcp mlflow deep-learning

awslabs / data-on-eks
mlflow,DoEKS is a tool to build, deploy and scale Data & ML Platforms on Amazon EKS
Organization: awslabs
Home Page: https://awslabs.github.io/data-on-eks/
aws-eks eks jupyterhub kubeflow kubernetes ml mlflow ray spark terraform

azure-samples / azure-databricks-mlops-mlflow
mlflow,Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.
Organization: azure-samples
azure databricks databricks-notebooks mlflow mlflow-projects mlops ml ml-production ml-monitoring ml-ops

bansalkanav / machine_learning_and_deep_learning
mlflow,
User: bansalkanav
aws cnn data-analysis data-science deep-learning-algorithms flask machine-learning mlflow mlops mongodb

charliedream1 / ai_quant_trade
mlflow,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
User: charliedream1
cpp jupyter-notebook keras python sklearn tensorflow trading-bot trading-platform trading-strategies mlflow

chenking2020 / event_extract_master
mlflow,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
User: chenking2020
pytorch django dgcnn event-extract mlflow multi-language

comet-ml / comet-for-mlflow
mlflow,Comet-For-MLFlow Extension
Organization: comet-ml
comet-ml mlflow datascience machinelearning data-science-machine-learning data-science-python machine-learning-platform ml-flow-github mlflow-databricks mlflow-python

databricks / koalas
mlflow,Koalas: pandas API on Apache Spark
Organization: databricks
spark pandas pydata dataframe mlflow big-data data-science

databricks / learningsparkv2
mlflow,This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]
Organization: databricks
Home Page: https://learning.oreilly.com/library/view/learning-spark-2nd/9781492050032/
apache-spark spark structured-streaming spark-sql spark-mllib mllib mlflow delta-lake

dominodatalab / domino-research
mlflow,Projects developed by Domino's R&D team
Organization: dominodatalab
python mlops data-science mlflow sagemaker

eugeneyan / papermill-mlflow
mlflow,🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.
User: eugeneyan
Home Page: https://eugeneyan.com/writing/experimentation-workflow-with-jupyter-papermill-mlflow/
python jupyter papermill mlflow experimentation

flmu / mlflow-tracking-server
mlflow,MLFLow Tracking Server based on Docker and AWS S3
User: flmu
Home Page: https://www.mlflow.org/docs/latest/tracking.html
docker docker-image mlflow mlflow-tracking-server docker-file databricks machine-learning ui aws aws-s3

fmind / mlops-python-package
mlflow,Kickstart your MLOps initiative with a flexible, robust, and productive Python package.
User: fmind
Home Page: https://fmind.github.io/mlops-python-package/
mlops python automation data-pipelines data-science machine-learning mlflow pandera pydantic

fuseml / fuseml
mlflow,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.
Organization: fuseml
machine-learning mlops devops-engineers data-engineers automation-recipes artificial-intelligence mlflow tekton data-scientists kfserving workflow orchestration flexible choice ai deep-learning kubernetes

g-research / fasttrackml
mlflow,Experiment tracking server focused on speed and scalability
Organization: g-research
Home Page: https://fasttrackml.io/
ai data-science machine-learning metadata metrics ml visualization apache-spark data-visualization experiment-tracking

galileo-galilei / kedro-mlflow
mlflow,A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)
User: galileo-galilei
Home Page: https://kedro-mlflow.readthedocs.io/
kedro-mlflow kedro-plugin kedro mlflow versioning mlops deployment kedro-hook

gorodnitskiy / yet-another-lightning-hydra-template
mlflow,Flexible and scalable template based on PyTorch Lightning + Hydra. Efficient workflow and reproducibility for rapid ML experiments.
User: gorodnitskiy
comet config deep-learning hydra mlflow mlops neptune pytorch pytorch-lightning reproducibility

hystax / optscale
mlflow,FinOps and MLOps platform to run ML/AI and regular cloud workloads with optimal performance and cost.
Organization: hystax
Home Page: https://hystax.com
aws azure devops gcp kubernetes cost-optimization finops mlops ml cloud-cost

infuseai / crane
mlflow,Crane is a easy-to-use and beautiful desktop application helps you build manage your container images.
Organization: infuseai
docker primehub desktop gui aws ecr container containerization container-image mlops

jrzaurin / ml-pipeline
mlflow,Using Kafka-Python to illustrate a ML production pipeline
User: jrzaurin
machine-learning kafka-python lightgbm hyperopt mlflow hyperparameter-optimization

k3ai / k3ai
mlflow,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.
Organization: k3ai
Home Page: https://k3ai.in
machine-learning datascience mlops devops artificial-intelligence infrastructure-as-code notebooks mlflow airflow kubeflow

kennethleungty / end-to-end-automl-insurance
mlflow,An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell
User: kennethleungty
automl h2o h2o-automl machine-learning mlops streamlit fastapi mlflow data-science python

khuyentran1401 / machine-learning-pipeline
mlflow,Example machine learning pipeline with MLflow and Hydra
User: khuyentran1401
Home Page: https://towardsdatascience.com/achieve-reproducibility-in-machine-learning-with-these-two-tools-7bb20609cbb8?source=friends_link&sk=8e1e186294f46df97e0325ce9790f2d7
hydra machine-learning-pipeline mlflow machine-learning data-science

manifoldailearning / complete-mlops-bootcamp
mlflow,A Hands on Guide on MLOps Practices to take your model from Laptop to Production. Created by the Author - Nachiketh Murthy
User: manifoldailearning
aws docker fast jenkins mlflow mlops

mbkraus / incremental_training
mlflow,Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'
User: mbkraus
mlflow kafka airflow data-science keras docker docker-compose incremental-learning

michaelow / five-minute-midas
mlflow,Predicting Profitable Day Trading Positions using Decision Tree Classifiers. scikit-learn | Flask | SQLite3 | pandas | MLflow | Heroku | Streamlit
User: michaelow
Home Page: https://www.linkedin.com/in/michael-ow/
flask heroku machine-learning mlflow pandas scikit-learn sqlite3 streamlit

microsoft / dstoolkit-mlops-databricks
mlflow,ML Ops Accelerator: Databricks & Azure Machine Learning Unification
Organization: microsoft
databricks azure mlops mlflow databricks-feature-store machine-learning cicd azure-machine-learning

microsoft / nlp-recipes
mlflow,Natural Language Processing Best Practices & Examples
Organization: microsoft
nlp natural-language-processing natural-language-understanding text deep-learning azure-ml nlu nli natural-language-inference mlflow

mlf-core / mlf-core
mlflow,CPU and GPU deterministic and therefore fully reproducible machine learning pipelines using MLflow.
Organization: mlf-core
mlflow template machinelearning artificialintelligence reproducible deterministic gpu hacktoberfest

mlflow / mlflow
mlflow,Open source platform for the machine learning lifecycle
Organization: mlflow
Home Page: https://mlflow.org
machine-learning ai ml mlflow apache-spark model-management

mobiletelesystems / coolgraph
mlflow,Make GNN easy to start with
Organization: mobiletelesystems
gnn graphs embbedings graph graph-algorithms graph-neural-networks graphconv graphembedding mlflow optuna

nneji123 / serving-machine-learning-models
mlflow,This repository contains instructions, template source code and examples on how to serve/deploy machine learning models using various frameworks and applications such as Docker, Flask, FastAPI, BentoML, Streamlit, MLflow and even code on how to deploy your machine learning model as an android app.
User: nneji123
Home Page: https://nneji123.github.io/Serving-Machine-Learning-Models/
docker machine-learning actions bentoml css deployment dvc fastapi flask heroku

paletteml / mlsync
mlflow,Sync your ML data with your favorite productivity tools!
Organization: paletteml
Home Page: https://mlsync.dev
deep-learning machine-learning mlflow notion python pytorch

pythondeveloper6 / awesome-mlops
mlflow,All the available resources to master MLOPS from scratch
User: pythondeveloper6
aws-sagemaker azure-ml dagshub dvc git kubeflow mlflow zenml automl pycaret

seldonio / mlserver
mlflow,An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more
Organization: seldonio
Home Page: https://mlserver.readthedocs.io/en/latest/
machine-learning scikit-learn xgboost lightgbm mlflow seldon-core kfserving

soundsensing / mlflow-easyauth
mlflow,Deploy MLflow with HTTP basic authentication using Docker
Organization: soundsensing
mlflow mlflow-tracking-server machine-learning experiment-tracking heroku docker google-cloud-storage

squaredev-io / whitebox
mlflow,[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes
Organization: squaredev-io
Home Page: https://squaredev.io/whitebox/
machine-learning monitoring observability python explainability explainable-ai ml-monitoring mlflow mlops modelops

taknev83 / pywedge
mlflow,Makes Interactive Chart Widget, Cleans raw data, Runs baseline models, Interactive hyperparameter tuning & tracking
User: taknev83
Home Page: https://taknev83.github.io/pywedge-docs/
preprocessing baseline baseline-model dataframe classification regression interactive-charts charts tracking-hyperparameters mlflow

tensoropsai / llmstudio
mlflow,Framework to bring LLM applications to production
Organization: tensoropsai
Home Page: https://tensorops.ai
ai langchain llm ml openai prompt-engineering vertex-ai llmops mlflow

thinamxx / mlops
mlflow,The repository contains a list of projects which I will work on while learning and implementing MLOps.
User: thinamxx
machine-learning mlflow mlops

thoughtworks / mlops-platforms
mlflow,Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...
Organization: thoughtworks
mlops kubeflow mlflow sagemaker dataiku databricks h2oai azureml google-ai-platform knime

tomaztk / azure-databricks
mlflow,Azure Databricks - Advent of 2020 Blogposts
User: tomaztk
python notebooks notebook databricks databricks-notebooks r-language spark sql azure-databricks data-analytics

toumash / mlflow-docker
mlflow,Ready to run docker-compose configuration for ML Flow with Mysql and Minio S3
User: toumash
docker s3 mlflow-tracking-server mlflow ai minio mlflow-docker ml

tvdboom / atom
mlflow,Automated Tool for Optimized Modelling
User: tvdboom
Home Page: https://tvdboom.github.io/ATOM/
machine-learning data-pipeline modelling data-exploration data-science python visualization automl dagshub interactive-visualizations

ymym3412 / mlflow-docker-compose
mlflow,Deploy mlflow with docker-compose
User: ymym3412
machine-learning mlflow gcp nginx

zademn / mnist-mlops-learning
mlflow,In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits
User: zademn
fastapi machine-learning streamlit mlflow mlops

zjuearthdata / geochemistrypi
mlflow,an open-sourced highly automated machine learning Python framework for data-driven geochemistry discovery
Organization: zjuearthdata
Home Page: https://geochemistrypi.readthedocs.io/en/latest/
geochemistry data-science dash fastapi nodejs reactjs typer flaml mlflow ray