dvc-pipeline

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DigitalProductschool /AI-Makerspace

Star63

AI Makerspace: Blueprints for developing AI applications with state-of-the-art technologies.

transformers geolocation-api generative-adversarial-network flask-application machinelearning deeplearning gpt tableau kubernetes-deployment googlecloudplatform virtual-assistant neural-style-transfer sagemaker fastapi huggingface pycaret keyword-genrator dvc-pipeline vertex-ai

UpdatedMar 18, 2025
JavaScript

mlops-guide /dvc-gitactions

Star48

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 Engineering Final Project @ Insper

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

UpdatedNov 23, 2021
Jupyter Notebook

finloop /usad-torchlightning

Star19

Implementation of USAD (UnSupervised Anomaly Detection on multivariate time series) in PyTorch Lightning

pytorch anomaly-detection dvc pytorch-lightning dvc-pipeline

UpdatedOct 15, 2021
Python

Hassi34 /brain-tumor-classification

Star18

This project contains the production ready Machine Learning(Deep Learning) solution for detecting and classifying the brain tumor in medical images

data-science data circleci deep-learning tensorflow machine aiops dvc mlops mlflow dvc-pipeline

UpdatedAug 12, 2023
Python

shcheklein /dvc-docker-example

Star5

An example of DVC pipeline with a Docker-wrapped command

machine-learning example dvc dvc-pipeline

UpdatedDec 15, 2023
Dockerfile

c17hawke /AIOps-project-DVC-NLP-usecase

Star5

AIOps-project-DVC-NLP-usecase

python cml aiops dvc mlops dvc-pipeline

UpdatedMar 20, 2022
HTML

Hassi34 /aps-fault-detection

Star4

This project contains the production ready Machine Learning solution to make the prediction on the batch of data coming from Air Pressure system (APS) sensors

aws data-science data machine-learning kafka ai gcp cloud-computing kafka-consumer kafka-producer datawarehouse aiops mlops mlflow mlflow-tracking-server dvc-for-data-science dvc-pipeline mlops-workflow

UpdatedMar 20, 2023
Python

shcheklein /ensemble-dvc-template

Star4

Skeleton for DVC pipeline to evaluate multiple models together

data-science machine-learning pipeline ensemble ensemble-model ensemble-machine-learning dvc dvc-pipeline

UpdatedDec 15, 2023
Python

anonymous-conference2021 /Co-evolution-of-ML-Pipelines

Star4

dvc-coupling dvc-pipeline dvc-data

UpdatedJan 12, 2021
Python

Pratik94229 /Chicken-Disease-Classification-Project

Star4

This project aims to classify chicken fecal samples into two categories: diseased (Coccidiosis) and healthy. The classification is based on analyzing images of the fecal samples using computer vision techniques.

computer-vision tensorflow flask-application dvc-pipeline

UpdatedAug 2, 2023
Jupyter Notebook

Hassi34 /COVID-19-chest-X-ray-image-classification

Star4

This project contains the production-ready Machine Learning solution for detecting and classifying Covid-19, Viral disease, and No disease in posteroanterior and anteroposterior views of chest x-ray

data-science machine-learning circleci ai tensorflow gcp cloud-computing machinelearning cicd aiops mlops mlflow mlflow-tracking-server fastapi machine-learning-operations industry-standard-practices experiments-tracking dvc-pipeline dagshub

UpdatedMar 31, 2023
Python

iterative /sagemaker-pipeline

Star4

An example project, showcasing a DVC pipeline using SageMaker SDK for data preparation and model training

example scikit-learn xgboost dvc sagemaker dvc-pipeline

UpdatedFeb 2, 2024
Python

hzdr /dvc_tutorial_series

Star4

Small collection of dvc tutorials

dvc mlops dvc-pipeline

UpdatedJun 8, 2021
Python

KalyanM45 /End-to-End-Chest-Disease-Classification

Sponsor

Star3

This repository offers a comprehensive solution for chest disease detection, covering data ingestion, preprocessing, model training, and CI/CD deployment pipelines. From raw data to automated deployment, streamline your chest disease detection process with our end-to-end solution.

jenkins deep-learning end-to-end-project dvc-pipeline chest-disease-detection pipeline-versioning