Search Results - RepositoryStats

mlflow mlflow

4.0k

17.6k

apache-2.0

288

Open source platform for the machine learning lifecycle

ai ml mlflow apache-spark machine-learning model-management

Created 2018-06-05

5,970 commits to master branch, last one 23 hours ago

nlp-recipes microsoft

915

6.3k

mit

188

Natural Language Processing Best Practices & Examples

nli nlp nlu sota text mlflow azure-ml transfomer deep-learning best-practices machine-learning natural-language pretrained-models text-classification natural-language-inference natural-language-processing natural-language-understanding

This repository has been archived (exclude archived)

Created 2019-04-05

2,241 commits to master branch, last one 3 years ago

aim aimhubio

293

4.9k

apache-2.0

43

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

ai ml mlops mlflow python pytorch metadata tensorflow tensorboard data-science visualization machine-learning metadata-tracking data-visualization prompt-engineering experiment-tracking

Created 2019-05-31

2,180 commits to main branch, last one 19 hours ago

koalas databricks

354

3.3k

apache-2.0

318

Koalas: pandas API on Apache Spark

spark mlflow pandas pydata big-data dataframe data-science

Created 2019-01-03

1,555 commits to master branch, last one 8 months ago

LearningSparkV2 databricks

690

1.1k

apache-2.0

40

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

mllib spark mlflow spark-sql delta-lake spark-mllib apache-spark structured-streaming

Created 2019-02-10

184 commits to master branch, last one 2 years ago

ai_quant_trade charliedream1

243

1.0k

apache-2.0

36

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

cpp keras mlflow python pytorch sklearn tensorflow trading-bot jupyter-notebook trading-platform trading-strategies

Created 2022-06-09

332 commits to master branch, last one about a month ago

Machine_Learning_and_Deep_Learning bansalkanav

261

696

gpl-3.0

21

This repository has no description...

Created 2020-04-03

712 commits to master branch, last one 23 hours ago

MLServer SeldonIO

175

598

apache-2.0

24

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

mlflow xgboost lightgbm kfserving seldon-core scikit-learn machine-learning

Created 2020-06-16

1,593 commits to master branch, last one a day ago

data-on-eks awslabs

171

523

apache-2.0

17

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

ml eks ray spark mlflow aws-eks kubeflow terraform jupyterhub kubernetes

Created 2022-09-25

793 commits to main branch, last one 2 days ago

mlops-platforms thoughtworks

28

372

apache-2.0

18

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

h2oai knime mlops mlflow seldon azureml dataiku iguazio kubeflow datarobot pachyderm sagemaker databricks data-science machine-learning google-ai-platform

Created 2021-10-01

50 commits to main branch, last one about a year ago

mlops-python-package fmind

47

364

cc-by-4.0

8

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

mlops mlflow python pandera pydantic automation data-science data-pipelines machine-learning

Created 2023-06-23

28 commits to main branch, last one 11 days ago

crane InfuseAI

16

279

apache-2.0

21

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

aws ecr gui mlops docker mlflow desktop primehub container container-image containerization

Created 2021-09-22

286 commits to main branch, last one 2 years ago

mlflow-docker Toumash

87

227

mit

8

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

ai ml s3 minio docker mlflow mlflow-docker mlflow-tracking-server

Created 2020-08-23

74 commits to master branch, last one 6 months ago

LLMstudio TensorOpsAI

24

215

mpl-2.0

8

Framework to bring LLM applications to production

ai ml llm llmops mlflow openai langchain vertex-ai prompt-engineering

Created 2023-07-24

272 commits to main branch, last one 10 days ago

kedro-mlflow Galileo-Galilei

29

189

apache-2.0

7

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

kedro mlops mlflow deployment kedro-hook versioning kedro-mlflow kedro-plugin

Created 2020-04-05

511 commits to master branch, last one about a month ago

whitebox squaredev-io

5

182

mit

6

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

Created 2022-09-09

151 commits to main branch, last one 10 months ago

papermill-mlflow eugeneyan

35

171

unknown

4

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

mlflow python jupyter papermill experimentation

Created 2020-03-14

116 commits to master branch, last one 4 days ago

yet-another-lightning-hydra-template gorodnitskiy

6

171

unknown

6

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

comet hydra mlops tests wandb config mlflow neptune pytorch template deep-learning reproducibility pytorch-lightning efficient-workflow

Created 2022-12-25

151 commits to main branch, last one 6 months ago

Awesome-MLOPS Pythondeveloper6

24

167

unknown

3

All the available resources to master MLOPS from scratch

dvc git mlops shape zenml automl django docker gradio mlflow bentoml dagshub fastapi pycaret azure-ml kubeflow streamlit aws-sagemaker

Created 2023-10-03

8 commits to main branch, last one 5 months ago

ATOM tvdboom

14

147

mit

4

Automated Tool for Optimized Modelling

shap automl mlflow python dagshub modelling data-science scikit-learn data-pipeline visualization data-exploration machine-learning model-predictions interactive-visualizations

Created 2019-07-03

951 commits to master branch, last one 2 months ago

k3ai k3ai

12

123

bsd-3-clause

4

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.

mlops devops mlflow airflow kubeflow notebooks datascience machine-learning infrastructure-as-code artificial-intelligence

This repository has been archived (exclude archived)

Created 2021-09-10

38 commits to main branch, last one 2 years ago

incremental_training MBKraus

57

119

unknown

6

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

kafka keras docker mlflow airflow data-science docker-compose incremental-learning

Created 2019-10-25

61 commits to master branch, last one 2 years ago

deep_autoviml AutoViML

35

117

apache-2.0

8

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.

gcp tpot keras mljar automl mlflow python pycaret autokeras tensorflow tensorflow2 data-science deep-learning machine-learning

Created 2021-05-08

152 commits to master branch, last one 22 days ago

CoolGraph MobileTeleSystems

4

115

mit

5

Make GNN easy to start with

gnn graph graphs mlflow optuna graphconv embbedings graphembedding torchgeometric graph-algorithms graph-neural-networks

Created 2023-11-22

22 commits to main branch, last one 28 days ago

ml-pipeline jrzaurin

51

103

unknown

5

Using Kafka-Python to illustrate a ML production pipeline

mlflow hyperopt lightgbm kafka-python machine-learning hyperparameter-optimization

Created 2019-02-25

40 commits to master branch, last one 4 years ago

mlflow-easyauth soundsensing

27

100

apache-2.0

2

Deploy MLflow with HTTP basic authentication using Docker

docker heroku mlflow machine-learning experiment-tracking google-cloud-storage mlflow-tracking-server

Created 2019-12-02

32 commits to master branch, last one about a year ago

mnist-mlops-learning zademn

19

99

unknown

3

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

mlops mlflow fastapi streamlit machine-learning

Created 2021-10-22

10 commits to master branch, last one 2 years ago

fasttrackml G-Research

18

95

apache-2.0

13

Experiment tracking server focused on speed and scalability

ai ml mlops mlflow metrics pytorch metadata tensorflow tensorboard apache-spark data-science visualization machine-learning metadata-tracking data-visualization experiment-tracking mlflow-tracking-server

Created 2023-03-30

660 commits to main branch, last one a day ago

Machine-learning-pipeline khuyentran1401

28

83

unknown

3

Example machine learning pipeline with MLflow and Hydra

hydra mlflow data-science machine-learning machine-learning-pipeline

Created 2020-05-03

17 commits to master branch, last one 3 years ago

fuseml fuseml

7

81

apache-2.0

8

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 D...

ai mlops choice mlflow tekton flexible workflow kfserving kubernetes deep-learning orchestration data-engineers data-scientists devops-engineers machine-learning automation-recipes artificial-intelligence

Created 2021-03-12

755 commits to main branch, last one 2 years ago