ml-pipeline

There are 1 repository under ml-pipeline topic.

sematic
sematic-ai / sematic
An open-source ML pipeline development platform
ai data-science machine-learning ml ml-ops ml-pipeline ml-pipelines mlops pipeline python python3
Language:Python 967
weboptout
alexjc / weboptout
Opt-Out tool to check Copyright reservations in a way that even machines can understand.
command-line-tool copyright data-ops ml-pipeline opt-out robots-txt terms-of-service webscraping
Language:Python 194
data-mining-in-action / DMIA_ProductionML_2021_Spring
Репозиторий направления Production ML, весна 2021
ci-cd deployment ml ml-pipeline production production-ml
52
hifxit / dataligo
A library to accelerate ML and ETL pipeline by connecting all data sources
database datalake datawarehouse etl-pipeline ml-pipeline nosql python
Language:Python 47
VevestaX
Vevesta / VevestaX
2 Lines of code to track ML experiments + EDA + check into Github
python3 computer-vision python machine-learning open-source data-science data-mining ai jupyter jupyter-notebook tabular-data spyder business-process mlops ml-pipeline ml-experiments ml-engineer mlops-workflow experiment-tracking mlflow
Language:Jupyter Notebook 27
withsmilo / When-ML-pipeline-meets-Hydra
:cyclone:
ml-pipeline facebook-hydra machine-learning-systems
Language:Python 23
rahul765 / Machine-Learning-Pipelines
From data gathering to model deployment. Complete ML pipeline using Docker, Airflow and Python.
machine-learning docker airflow ml-pipeline regression python sklearn airflow-docker tutorial tutorials
Language:Python 14
awesome-mlops / awesome-ml-pipelines
A curated list of awesome open source tools and commercial products that will help you manage machine learning and data-science workflows and pipelines 🚀
aiops awesome awesome-list data-management data-science dataops datascience deep-learning machine-learning machine-learning-platform machine-learning-projects machine-learning-training ml-pipeline mlops model-management pipelines workflow
11
rflow
otaviog / rflow
RFlow - A workflow framework for agile machine learning
machine-learning workflow data-science ml ml-infrastructure ml-pipeline python productivity
Language:Python 10
ziss11 / heart-failure-detection
Dicoding Submission MLOps Heart Failure Detection using ML Pipeline, Heroku Deployment and Prometheus Monitoring
ml-pipeline python ml-ops
Language:Python 10
awesome-mlops / awesome-mlops-kubernetes
A curated list of awesome open source tools and commercial products that will help you train, deploy, monitor, version, scale, and secure your production machine learning on kubernetes 🚀
deep-learning kubernetes machine-learning ml mlops operator dataops machine-learning-operations machine-learning-pipelines machine-learning-projects machine-learning-training machine-learning-workflow ml-pipeline ml-workbench model-management model-monitoring model-training orchestration workflow
9
ilias-chatzistefanidis / HetNets-steering
Repo containing Channel Quality Indicator (CQI) data from real car routes in Greece. It contains a reproducable notebook with the implementation of a Bidirectional LSTM Neural Network for real-time CQI forecasting in heterogeneous ultra-dense beyond-5G networks.
5g ai bidirectional-lstm cqi csi google-colab lstm lte ml ml-pipeline steering wifi deep-learning keras network oran traffic
Language:Jupyter Notebook 9
zamaniali1995 / ml-pipeline
Our goal with this ML pipeline template is to create a user friendly utility to drastically speed up the development and implementation of a machine learning model for all sorts of various problems.
data data-science iris ml ml-pipeline pipeline
Language:Python 8
dimikara / Optimizing-an-ML-Pipeline-in-Azure
Optimizing an ML Pipeline in Azure - A Machine Learning Engineer Project
azure azure-pipeline azure-ml-pipeline ml-pipeline azure-machine-learning-studio azure-machine-learning scikit-learn-pipelines machine-learning azure-ml-nanodegree
Language:Jupyter Notebook 7
bodywork-pipeline-utils
bodywork-ml / bodywork-pipeline-utils
A package of utilities for engineering ML pipelines.
aws machine-learning ml-pipeline mlops python
Language:Python 5
piyush-singhal / airflow-docker
Install Airflow using docker
airflow docker-airflow workflow-management task-management ml-pipeline
Language:Python 4
ArslanKAS / ML_pipeline
Machine Learning Project Pipeline
ml-pipeline pipeline
Language:Jupyter Notebook 3
dieterich-lab / ASyH
The Anonymous Synthesizer for Health Data
anonymization ctgan gaussian-mixture-models health-data ml-pipeline synthetic-data synthetic-data-vault synthetic-dataset-generation variational-autoencoder
Language:Python 3
Fatiima-Ezzahra / Operationalizing-Machine-Learning-in-Azure
This project is part of the Udacity Azure ML Nanodegree. In this project, we use Azure to configure a cloud-based machine learning production model, deploy it, and consume it. We also create, publish, and consume a pipeline.
automl azure azure-ml azure-ml-pipeline ml-pipeline ml-deployment swagger
Language:Jupyter Notebook 3
gershonc / mlflow_showcase
Showcase of MLflow capabilities
ml ai mlflow tracking-algorithm ml-infrastructure ml-engineering ml-pipeline model-deployment model-development model-testing
Language:Jupyter Notebook 3
nshutijean / DVC-Mlflow-pipeline
📅 A demo about versioning data and tracking ML experiments using DVC and Mlflow respectively.
dvc machine-learning mlflow mlops mlops-workflow mlflow-dvc ml-pipeline
Language:Jupyter Notebook 3
aravind-selvam / ml-pipeline-using-stroke-data
This project demonstrates the implementation of a ML pipeline and CI/CD using data on heart strokes. The pipeline includes data preprocessing, model training and evaluation, and deployment. The project leverages GitHub for version control and integration with GitHub actions for efficient and automated model updates.
cicd machine-learning machine-learning-pipelines ml-pipeline
Language:Jupyter Notebook 2
ashish-kamboj / mlops
Repository contains the detail about ML model deployment and building end-to-end ML pipeline for production
ml-pipeline ml-production mlflow mlops mlops-workflow apache-airflow onnx onnxruntime deepchecks evidentlyai fastapi flask flask-api aws aws-lambda boto3 dynamodb codepipeline reactjs azure
Language:Python 2
chris-chris / xmodel
Multi Cloud Model Management System for Machine Learning
deep-learning model model-management mlops devops machine-learning ml dl ml-pipeline dl-pipelines
Language:Python 2
jasmeetsb / airflow_ml_ops
Sample Airflow ML Pipelines
airflow ml-ops machine-learning tensorflow xgboost ml-pipeline cloud-composer
Language:Jupyter Notebook 2
Kusainov / udacity-disaster-response
Disaster response project containing web app, ETL, ML pipelines
udacity-nanodegree disaster-response ml machine-learning web-application etl-pipeline ml-pipeline data-scientist
Language:Jupyter Notebook 2
MaxWolf-01 / sklearn-svm-classification-pipeline-api
A flask api for text-classification with sklearn pipelines.
docker flask-api ml-pipeline sklearn svm-classifier
Language:Python 2
sadiaTab / Disaster_Response_Pipeline
This project, in collaboration with Figure Eight as part of Udacity's Data Science Nanodegree program, focuses on real-time message categorization for disaster events. It involves an ETL pipeline, ML pipeline, and Web app for classifying disaster response messages.
data-science etl-pipeline ml-pipeline supervised-learning flask-application nlp
Language:Jupyter Notebook 2
vasnake / spark.ml.SpatialJoinTransformer
spark.ml.transformer that join input dataset with external data using Spatial Join
geospatial join ml-pipeline python scala spark spark-ml spatial transformer
Language:Scala 2
yennanliu / HousePricePredAPI
ML api predict house price wrapped in Docker and deployed to AWS ECS/Fargate | #DE |#ML
machine-learning ml api ml-infrastructure ml-pipeline python flask flask-api scikit-learn aws docker ecs ecr fargate
Language:Python 2
ziss11 / fake-news-classification
Dicoding Submission MLOps Fake News Classification using ML Pipeline
deeplearning ml-pipeline nlp
Language:Jupyter Notebook 2
AxelGard / grazing-cira
Cira set in production
algorithmic-trading cira hosting ml-infrastructure ml-pipeline
Language:Python 1
mesudepolat / ml-pipeline
Creating an end-to-end machine learning pipeline, implementing experiment tracking with MLflow, and performing hyperparameter optimization using Optuna.
ml-pipeline mlflow optuna
Language:Python 1
nikofebrianur / French-Twitter-Sentiment-Analysis
This machine learning pipeline project aims to develop an ML model to identify customer sentiment from French-language tweets on social media.
machine-learning ml-pipeline tensorflow ml-ops
Language:Jupyter Notebook 1
NoahRuhmer / AMLS-Star-Galaxy-Classification
This project is a full machine learning pipeline for Star/Galaxy classification using the SDSS dataset. It also contains a detailed report on the development and a DockerFile to easily replicate the results.
binary-classification docker machine-learning ml-pipeline sdss
Language:TeX 1
SaifurRR / ML-Model-Pipeline
feature-engineering ml-pipeline tensorflow pytorch
Language:Jupyter Notebook 1

ml-pipeline

sematic-ai / sematic

alexjc / weboptout

data-mining-in-action / DMIA_ProductionML_2021_Spring

hifxit / dataligo

Vevesta / VevestaX

withsmilo / When-ML-pipeline-meets-Hydra

rahul765 / Machine-Learning-Pipelines

awesome-mlops / awesome-ml-pipelines

otaviog / rflow

ziss11 / heart-failure-detection

awesome-mlops / awesome-mlops-kubernetes

ilias-chatzistefanidis / HetNets-steering

zamaniali1995 / ml-pipeline

dimikara / Optimizing-an-ML-Pipeline-in-Azure

bodywork-ml / bodywork-pipeline-utils

piyush-singhal / airflow-docker

ArslanKAS / ML_pipeline

dieterich-lab / ASyH

Fatiima-Ezzahra / Operationalizing-Machine-Learning-in-Azure

gershonc / mlflow_showcase

nshutijean / DVC-Mlflow-pipeline

aravind-selvam / ml-pipeline-using-stroke-data

ashish-kamboj / mlops

chris-chris / xmodel

jasmeetsb / airflow_ml_ops

Kusainov / udacity-disaster-response

MaxWolf-01 / sklearn-svm-classification-pipeline-api

sadiaTab / Disaster_Response_Pipeline

vasnake / spark.ml.SpatialJoinTransformer

yennanliu / HousePricePredAPI

ziss11 / fake-news-classification

AxelGard / grazing-cira

mesudepolat / ml-pipeline

nikofebrianur / French-Twitter-Sentiment-Analysis

NoahRuhmer / AMLS-Star-Galaxy-Classification

SaifurRR / ML-Model-Pipeline