Search Results - RepositoryStats

mlops-zoomcamp DataTalksClub

2.1k

11.0k

unknown

184

Free MLOps course from DataTalks.Club

mlops machine-learning model-deployment model-monitoring workflow-orchestration

Created 2021-10-21

507 commits to main branch, last one 18 days ago

SynapseML microsoft

830

5.1k

mit

145

Simple and Distributed Machine Learning

Created 2017-06-05

1,635 commits to master branch, last one 17 days ago

FedML FedML-AI

778

4.2k

apache-2.0

115

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on a...

mlops edge-ai ai-agent deep-learning model-serving inference-engine machine-learning model-deployment federated-learning on-device-training distributed-training

Created 2020-07-21

12,120 commits to master branch, last one 4 months ago

cognita truefoundry

257

3.2k

apache-2.0

28

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

ai llm rag data agent mlops llmops python llm-ops framework typescript application fine-tuning deep-learning generative-ai machine-learning model-deployment retrieval-augmented-generation

Created 2023-07-26

293 commits to main branch, last one 2 days ago

service-streamer ShannonAI

187

1.2k

apache-2.0

27

Boosting your Web Services of Deep Learning Applications.

web bert pytorch tensorflow deep-learning model-deployment

Created 2019-08-05

138 commits to master branch, last one 4 years ago

Yatai bentoml

69

788

other

19

Model Deployment at Scale on Kubernetes 🦄️

k8s mlops bentoml kubernetes model-serving machine-learning model-deployment

Created 2021-07-30

639 commits to main branch, last one 4 months ago

nndeploy nndeploy

90

609

apache-2.0

23

nndeploy是一款模型端到端部署框架。以多端推理以及基于有向无环图模型部署为基础，致力为用户提供跨平台、简单易用、高性能的模型部署体验。

hpc mnn rknn yolo ascend openvino parallel tensorrt easy-to-use multi-inference model-deployment out-of-box-model

Created 2023-08-08

557 commits to main branch, last one 9 days ago

pinferencia underneathall

86

562

apache-2.0

41

Python + Inference - Model Deployment library in Python. Simplest model inference server ever.

Created 2022-04-04

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

serverless-ml-course featurestoreorg

265

529

cc0-1.0

17

Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features

ml mlops course serverless feature-store machine-learning model-deployment feature-engineering

Created 2022-09-01

223 commits to main branch, last one 3 days ago

chitra aniketmaurya

37

224

apache-2.0

6

A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.

mlops python fastapi gradcam pytorch tensorflow deep-learning hacktoberfest image-dataset model-serving visualization bounding-boxes image-processing machine-learning model-deployment object-detection model-visualization image-classification model-interpretation

Created 2020-01-23

372 commits to master branch, last one 3 months ago

fastai-v3 render-examples

2.3k

215

unknown

9

Starter app for fastai v3 model deployment on Render

fastai render machine-learning model-deployment

Created 2018-12-31

44 commits to master branch, last one 3 years ago

Yolov7-Flask Michael-OvO

11

209

gpl-3.0

1

A Beautiful Flask Web API for Yolov7 (and custom) models

flask python yolov7 pytorch torchhub flask-web inference-api model-deployment object-detection pretrained-weights

Created 2022-08-24

20 commits to main branch, last one 2 years 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 7 months ago

raptor raptor-ml

11

148

apache-2.0

3

Transform your pythonic research to an artifact that engineers can deploy easily.

ml mlops raptor dataops ai-infra kubeflow raptor-ml kubernetes production reactive-ml data-science featurestore data-engineering feature-platform machine-learning model-deployment feature-extraction feature-engineering

Created 2022-04-05

325 commits to master branch, last one 5 months ago

allie jim-schwoebel

36

141

apache-2.0

5

🤖 An automated machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers). Python 3.6 required.

tpot automl ludwig datasets autokeras autopytorch data-cleaning deep-learning voice-computing machine-learning model-deployment data-augmentation model-compression data-visualization data-transformation machine-learning-api data-cleaning-pipeline machine-learning-models machine-learning-library

Created 2019-05-26

3,418 commits to master branch, last one about a year ago

serving-pytorch-models alvarobartt

15

101

mit

1

Serving PyTorch models with TorchServe :fire:

mlops pytorch torchserve pytorch-cnn model-serving serve-pytorch machine-learning model-deployment image-classification

Created 2020-11-01

111 commits to main branch, last one 3 years ago

fastDeploy notAI-tech

17

96

mit

8

Deploy DL/ ML inference pipelines with minimal extra code.

Created 2020-04-09

461 commits to master branch, last one a day ago

monai-deploy-app-sdk Project-MONAI

47

91

apache-2.0

24

MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.

ai ml dicom mlops monai deploy python pytorch pipeline workflow healthcare ml-platform deep-learning model-serving medical-imaging image-processing machine-learning model-deployment ml-infrastructure

Created 2021-06-19

501 commits to main branch, last one 2 months 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

model-server Abhijit-2592

12

78

mit

5

gRPC server for hosting ML models trained on any framework in python

mxnet pytorch deployment tensorflow model-deployment deep-neural-networks

Created 2019-06-11

43 commits to master branch, last one 11 months ago

ForestFlow ForestFlow

18

71

apache-2.0

7

ForestFlow is a policy-driven Machine Learning Model Server. It is an LF AI Foundation incubation project.

h2o machine-learning model-deployment

Created 2019-10-09

88 commits to master branch, last one 8 months ago

geti-sdk openvinotoolkit

22

71

apache-2.0

9

Software Development Kit (SDK) for the Intel® Geti™ platform for Computer Vision AI model training.

sdk python3 openvino annotations deep-learning computer-vision model-deployment model-development

Created 2022-07-21

1,777 commits to main branch, last one a day ago

model-deployment-flask elliebirbeck

20

66

unknown

2

'Deploying machine learning models with a Flask API' tutorial, written for HyperionDev

svhn flask scikit-learn model-deployment

Created 2018-01-10

7 commits to master branch, last one 6 years ago

Server RubixML

12

62

mit

8

A standalone inference server for trained Rubix ML estimators.

api php php-ml json-api rest-api rubix-ml inference http-server microservice model-server rubix-server infrastructure inference-engine inference-server machine-learning model-deployment ml-infrastructure php-machine-learning

Created 2019-01-02

282 commits to master branch, last one 7 months ago

coursera-practical-data-science-specialization honghanhh

47

58

unknown

2

Solutions on Practical Data Science Specialization on Coursera (offered by deeplearning.ai)

bert mlops automl pandas abtesting matplotlib data-science aws-sagemaker data-labeling bias-detection model-deployment statistical-data

Created 2021-09-11

12 commits to main branch, last one 3 years ago

Awesome-EdgeAI wangxb96

5

49

mit

2

Resources of our survey paper "A Systematic Review of AI Deployment on Resource-Constrained Edge Devices: Challenges, Techniques, and Applications"

edge-ai tiny-ml awesome-list model-design deep-learning edge-computing model-inference machine-learning model-deployment model-compression data-preprocessing model-acceleration efficient-algorithm

Created 2023-01-19

121 commits to main branch, last one 3 months ago

OCR-as-a-Service bentoml

3

49

unknown

5

Turn any OCR models into online inference API endpoint 🚀 🌖

ocr ocr-python model-serving ai-applications model-deployment

Created 2023-04-19

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

serving-tensorflow-models alvarobartt

9

45

mit

1

Serving TensorFlow models with TensorFlow Serving :orange_book:

mlops tensorflow model-serving machine-learning model-deployment tensorflow-serving image-classification serve-tensorflow-models

Created 2020-12-05

91 commits to master branch, last one 2 years ago

transformers-nlp-service bentoml

3

43

apache-2.0

6

Online Inference API for NLP Transformer models - summarization, text classification, sentiment analysis and more

llm nlp mlops llmops transformer model-serving model-deployment online-inference nlp-machine-learning model-inference-service

Created 2023-04-18

22 commits to main branch, last one 10 months ago

bitbeast prabhuomkar

4

36

unknown

4

Experiments with Model Training, Deployment & Monitoring

model-training machine-learning model-deployment model-monitoring

Created 2022-09-06

45 commits to master branch, last one 7 months ago