23 results found Sort:

tensorchord
envd tensorchord
156
2.0k
apache-2.0
22
🏕️ 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 2 months ago
mlrun
mlrun mlrun
253
1.4k
apache-2.0
27
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
5,392 commits to development branch, last one 2 days ago
offchan42
machine-learning-curriculum offchan42
253
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 6 months ago
Azure
mlops-v2 Azure
247
499
mit
33
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 5 months ago
statmike
vertex-ai-mlops statmike
221
493
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
2,003 commits to main branch, last one a day ago
aarnphm
whispercpp aarnphm
59
322
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 7 months ago
nogibjj
rust-mlops-template nogibjj
105
320
cc0-1.0
13
A work in progress to build out solutions in Rust for MLOPs
aws gil gpu onnx rust azure cloud mlops devops polars copilot pytorch actix-web tensorflow huggingface switchtorust devcontainers microservices mlops-workflow pre-trained-model
Created 2022-12-21
322 commits to main branch, last one about a year ago
mlops-guide
mlops-guide.github.io mlops-guide
37
246
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 7 months ago
zenml-io
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 8 months ago
bentoml
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 7 months ago
khuyentran1401
reproducible-data-science khuyentran1401
34
136
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
Azure
mlops-templates Azure
686
115
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 5 months ago
MG-Microsoft
MLOps_Workshop MG-Microsoft
323
112
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
NimbleBoxAI
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
the-full-stack
fsdl-text-recognizer-2022 the-full-stack
26
81
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 8 months ago
Azure
mlops-project-template Azure
95
66
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
darkanita
MLOps_wsPycon2023 darkanita
53
44
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 7 months ago
mlops-guide
dvc-gitactions mlops-guide
17
42
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
aws-solutions-library-samples
guidance-for-machine-learning-inference-on-aws aws-solutions-library-samples
9
37
mit-0
16
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 mlops-workflow
Created 2021-08-11
107 commits to main branch, last one 2 months ago
KalyanM45
OpenHealth KalyanM45
9
32
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 2 months ago
LoopMind-AI
loopquest LoopMind-AI
0
28
apache-2.0
2
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 2 months ago
prsdm
mlops-project prsdm
12
27
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
34 commits to main branch, last one 12 days ago
kingabzpro
CICD-for-Machine-Learning kingabzpro
7
26
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 7 months ago