Search Results - RepositoryStats

envd tensorchord

160

2.0k

apache-2.0

23

🏕️ Reproducible development environment

mlops docker llmops buildkit hacktoberfest model-serving mlops-workflow developer-tools development-environment

Created 2022-04-11

1,113 commits to main branch, last one 4 months ago

mlrun mlrun

254

1.4k

apache-2.0

28

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates t...

mlops python workflow kubernetes data-science model-serving mlops-workflow data-engineering machine-learning experiment-tracking

Created 2019-09-01

5,566 commits to development branch, last one 24 hours ago

machine-learning-curriculum offchan42

258

1.1k

mit

74

:computer: Learn to make machines learn so that you don't have to struggle to program them; The ultimate list

guide mxnet course python chainer pytorch curriculum tensorflow deep-learning mlops-workflow neural-network machine-learning reinforcement-learning recurrent-neural-networks convolutional-neural-networks

Created 2016-12-12

564 commits to master branch, last one 8 months ago

mlops-v2 Azure

259

518

mit

32

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

azure mlops devops azureml microsoft deep-learning mlops-project mlops-template mlops-workflow machine-learning mlops-environment azuremachinelearning

Created 2022-01-27

116 commits to main branch, last one 7 months ago

vertex-ai-mlops statmike

230

506

apache-2.0

23

Google Cloud Platform Vertex AI end-to-end workflows for machine learning operations

gcp mlops deep-learning gcp-vertex-ai mlops-template mlops-workflow machine-learning

Created 2021-07-16

2,283 commits to main branch, last one a day ago

rust-mlops-template nogibjj

113

330

cc0-1.0

14

A work in progress to build out solutions in Rust for MLOPs

Created 2022-12-21

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

whispercpp aarnphm

64

325

apache-2.0

6

Pybind11 bindings for Whisper.cpp

nix bazel bentoml python3 whisper pybind11 whisper-cpp mlops-workflow audio-transcription

Created 2023-02-24

384 commits to main branch, last one 8 months ago

mlops-guide.github.io mlops-guide

37

253

unknown

9

🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.

cml dvc guide mlops guides watson tutorial tutorials ibm-watson github-actions guided-project mlops-workflow mlops-community machine-learning mlops-environment

Created 2021-04-07

142 commits to main branch, last one 8 months ago

zenbytes zenml-io

30

183

unknown

4

A simple guide to MLOps through ZenML and its various integrations.

mlops pipelines mlops-workflow machine-learning

This repository has been archived (exclude archived)

Created 2022-03-02

142 commits to main branch, last one 9 months ago

bentoctl bentoml

30

175

other

7

Fast model deployment on any cloud 🚀

aws gcp azure mlops aws-lambda serverless aws-deployment gcp-deployment mlops-workflow azure-deployment model-deployment heroku-deployment

This repository has been archived (exclude archived)

Created 2021-10-07

136 commits to main branch, last one 8 months ago

reproducible-data-science khuyentran1401

35

138

unknown

5

Tutorials on creating a reproducible and maintainable data science project

mlops python data-science mlops-workflow machine-learning

Created 2022-03-25

24 commits to master branch, last one 2 years ago

mlops-templates Azure

699

118

mit

16

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

azure mlops azureml microsoft deep-learning mlops-project mlops-template mlops-workflow machine-learning mlops-environment

Created 2022-03-24

633 commits to main branch, last one 7 months ago

MLOps_Workshop MG-Microsoft

333

116

mit

5

Azure MLOps

azure mlops devops azure-devops mlops-workflow machine-learning azure-machine-learning

Created 2021-05-20

52 commits to main branch, last one 2 years ago

nbox NimbleBoxAI

13

88

apache-2.0

4

The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸

mlops ml-service mlops-tool ml-platform data-science model-serving mlops-pipeline mlops-workflow practical-mlops machine-learning mlops-automation model-deployment model-management model-monitoring ml-infrastructure

Created 2021-07-29

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

fsdl-text-recognizer-2022 the-full-stack

26

82

mit

5

Source of the FSDL 2022 labs, which are at https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022-labs

mlops deep-learning mlops-workflow mlops-community machine-learning deep-neural-networks

Created 2022-07-02

330 commits to main branch, last one 10 months ago

mlops-project prsdm

44

76

apache-2.0

1

This repository has no description...

ai dvc mlops awsecs docker mlflow fastapi evidentlyai data-science mlops-project mlops-workflow machinelearning machine-learning

Created 2024-08-18

36 commits to main branch, last one 3 days ago

mlops-project-template Azure

99

67

mit

16

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

azure mlops devops azureml microsoft deep-learning mlops-template mlops-workflow machine-learning mlops-environment azuremachinelearning

Created 2022-04-28

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

dvc-gitactions mlops-guide

17

45

unknown

2

Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases with DVC and CML using Github Actions and IBM Watson. Part of the ...

cml dvc ci-cd mlops watson ibm-cloud ibm-watson watson-api dvc-pipeline mlops-workflow machine-learning mlops-environment

Created 2021-03-24

109 commits to master branch, last one 2 years ago

MLOps_wsPycon2023 darkanita

53

45

unknown

1

MLOps Workshop using Weights and Bias (Wandb) and Github Actions.

mlops wandb pytorch github-actions mlops-workflow

Created 2023-05-25

56 commits to main branch, last one 9 months ago

guidance-for-machine-learning-inference-on-aws aws-solutions-library-samples

11

39

mit-0

18

This Guidance demonstrates how to deploy a machine learning inference architecture on Amazon Elastic Kubernetes Service (Amazon EKS). It addresses the basic implementation requirements as well as ways...

ml graviton3 inferentia eks-cluster do-framework mlops-workflow

Created 2021-08-11

108 commits to main branch, last one about a month ago

OpenHealth KalyanM45

13

37

gpl-3.0

2

This repository houses machine learning models and pipelines for predicting various diseases, coupled with an integration with a Large Language Model for Diet and Food Recommendation. Each disease pre...

medical-ai ai-healthcare mlops-workflow ai-in-healthcare diet-recommender ai-for-healthcare disease-detection disease-prediction multi-disease-prediction

Created 2023-12-28

109 commits to main branch, last one 4 months ago

loopquest LoopMind-AI

0

29

apache-2.0

3

A Production Tool for Embodied AI

gym mlops rlops simulation embodied-ai embodied-agent mlops-workflow gym-environment foundation-model machine-learning reinforcement-learning decision-making-algorithm reinforcement-learning-ops offline-reinforcement-learning

Created 2023-08-14

131 commits to main branch, last one 4 months ago

CICD-for-Machine-Learning kingabzpro

20

27

apache-2.0

1

A beginner's project on automating the training, evaluation, versioning, and deployment of models using GitHub Actions.

cml ci-cd guide mlops hugging-face mlops-workflow machine-learning

Created 2024-01-31

84 commits to main branch, last one 9 months ago