37 results found Sort:

DataTalksClub
mlops-zoomcamp DataTalksClub
2.2k
11.5k
unknown
190
Free MLOps course from DataTalks.Club
mlops machine-learning model-deployment model-monitoring workflow-orchestration
Created 2021-10-21
508 commits to main branch, last one 15 days ago
microsoft
SynapseML microsoft
840
5.1k
mit
143
Simple and Distributed Machine Learning
ai ml http onnx azure scala spark opencv pyspark synapse big-data lightgbm microsoft databricks apache-spark data-science deep-learning machine-learning model-deployment cognitive-services
Created 2017-06-05
1,659 commits to master branch, last one 12 days ago
FedML-AI
FedML FedML-AI
743
3.8k
apache-2.0
94
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 9 months ago
truefoundry
cognita truefoundry
300
3.6k
apache-2.0
32
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
406 commits to main branch, last one 5 days ago
ShannonAI
service-streamer ShannonAI
190
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
laugh12321
TensorRT-YOLO laugh12321
101
975
gpl-3.0
5
🚀 Easier & Faster YOLO Deployment Toolkit for NVIDIA 🛠️
yolo jetson yolo11 yolov3 yolov5 yolov6 yolov7 yolov8 yolov9 pp-yolo yolov10 tensorrt tensorrt10 ultralytics segmentation classification pose-estimation model-deployment object-detection tensorrt-plugins
Created 2024-01-28
252 commits to main branch, last one 12 days ago
bentoml
Yatai bentoml
71
792
other
18
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 9 months ago
nndeploy
nndeploy nndeploy
104
694
apache-2.0
26
nndeploy is an end-to-end model inference and deployment framework. It aims to provide users with a powerful, easy-to-use, high-performance, and mainstream framework compatible model inference and dep...
hpc mnn rknn yolo ascend openvino parallel tensorrt easy-to-use multi-inference model-deployment out-of-box-model
Created 2023-08-08
863 commits to main branch, last one 19 hours ago
underneathall
pinferencia underneathall
87
556
apache-2.0
41
Python + Inference - Model Deployment library in Python. Simplest model inference server ever.
ai nlp python predict pytorch serving inference tensorflow huggingface modelserver data-science paddlepaddle transformers deep-learning model-serving computer-vision inference-server machine-learning model-deployment artificial-intelligence
Created 2022-04-04
55 commits to main branch, last one 2 years ago
featurestoreorg
serverless-ml-course featurestoreorg
277
553
cc0-1.0
16
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 4 months ago
aniketmaurya
chitra aniketmaurya
37
225
apache-2.0
5
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 8 months ago
render-examples
fastai-v3 render-examples
2.3k
216
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
Michael-OvO
Yolov7-Flask Michael-OvO
11
208
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
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 11 months ago
raptor-ml
raptor raptor-ml
13
150
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 10 months ago
jim-schwoebel
allie jim-schwoebel
35
141
apache-2.0
4
🤖 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
bentoml
gallery bentoml
49
136
unknown
6
BentoML Example Projects 🎨
bentoml gallery aws-lambda serverless data-science aws-sagemaker model-serving machine-learning model-deployment model-management gcp-cloud-functions azure-machine-learning machine-learning-library machine-learning-workflow
Created 2019-07-06
243 commits to main branch, last one about a month ago
alvarobartt
serving-pytorch-models alvarobartt
17
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
Project-MONAI
monai-deploy-app-sdk Project-MONAI
50
98
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
508 commits to main branch, last one 5 days ago
notAI-tech
fastDeploy notAI-tech
17
96
mit
8
Deploy DL/ ML inference pipelines with minimal extra code.
docker falcon gevent python triton pytorch serving gunicorn websocket tf-serving torchserve http-server deep-learning model-serving triton-server streaming-audio inference-server model-deployment tensorflow-serving triton-inference-server
Created 2020-04-09
503 commits to master branch, last one 3 months ago
NimbleBoxAI
nbox NimbleBoxAI
13
87
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
Abhijit-2592
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 about a year ago
openvinotoolkit
geti-sdk openvinotoolkit
25
77
apache-2.0
11
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
1,908 commits to main branch, last one 11 hours ago
ForestFlow
ForestFlow ForestFlow
17
72
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 about a year ago
wangxb96
Awesome-EdgeAI wangxb96
7
67
mit
2
Resources of our survey paper "Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies"
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
125 commits to main branch, last one about a month ago
elliebirbeck
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 7 years ago
RubixML
Server RubixML
12
62
mit
9
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 about a year ago
honghanhh
coursera-practical-data-science-specialization honghanhh
47
59
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
bentoml
BentoOCR bentoml
3
52
unknown
5
Turn any OCR models into online inference API endpoint 🚀 🌖
ocr ocr-python model-serving ai-applications model-deployment
Created 2023-04-19
11 commits to main branch, last one 6 days ago
JasonSloan
DeepFusion JasonSloan
8
47
unknown
1
A ready-to-use notebook!
yolo deep-learning model-pruning model-training computer-vision model-deployment object-detection
Created 2023-10-25
494 commits to main branch, last one 2 days ago