data-version-control
There are 21 repositories under data-version-control topic.
- doltLanguage:Go 19067
- dvcLanguage:Python 14881
- lakeFSLanguage:Go 4877
- Language:TypeScript 1333
data-drift / data-drift
Metrics Observability & Troubleshooting
Language:HTML 323- sgr
splitgraph / sgr
sgr (command line client for Splitgraph) and the splitgraph Python library
Language:Python 322 daefresh / awesome-data-temporality
A curated list to help you manage temporal data across many modalities 🚀.
GitDataAI / jzfs
Git based Version Control File System for joint management of code, data, model and their relationship.
Language:TypeScript 109ropensci / gittargets
Data version control for reproducible analysis pipelines in R with {targets}.
Language:R 87NtreevSoft / Crema
Meta data server & client tools for game development
Language:C# 70- ZnTrackLanguage:Python 53
- Language:Go 41
aws-samples / amazon-sagemaker-experiments-dvc-demo
SageMaker Experiments and DVC
Language:Jupyter Notebook 15martysai / artificial-text-detection
Python framework for artificial text detection: NLP approaches to compare natural text against generated by neural networks.
Language:Python 15Ezzaldin97 / Batch-Serving-ML-Pipeline
create a robust, simple, effecient, and modern end to end ML Batch Serving Pipeline Using set of modern open-source/free Platforms/Tools
Language:Python 9datopian / ckanext-versions
A CKAN extension for data versioning.
Language:Python 8- mastro
data-mill-cloud / mastro
Metadata management in Go
Language:Go 7 Deprecated. See https://github.com/datopian/ckanext-versions. ⏰ CKAN extension providing data versioning (metadata and files) based on git and github.
Language:Python 7ejhusom / d2m
A machine learning pipeline taking you from raw data to fully trained machine learning model - from data to model (d2m).
Language:Python 7ClimateImpactLab / DataFS
An abstraction layer for data storage systems
Language:Python 6data-as-code / dac
Python Data as Code core implementation
Language:Python 6Shuyib / data-version-ctrl
Data version control with Makefile and DVC for a regression task to estimate insurance costs for certain individuals.
Language:Python 6mlrepa / dvc-2-data-versioning
Lesson 2 tutorial: Versioning Data and Model for the ML REPA School course: Machine Learning experiments reproducibility and engineering with DVC
Language:Jupyter Notebook 5RuiFilipeCampos / git-datasets
Declaratively create, transform, manage and version ML datasets.
Language:Python 4KalyanM45 / Data-Version-Control-Demo
The provided demo project demonstrates the practical implementation and advantages of using DVC. It showcases how DVC simplifies data versioning and model versioning while working in tandem with Git to create a cohesive version control system tailored for data science projects.
Language:Python 2Michael95-m / simple_demo_dvc
Demonstration about how to use DVC(Data Version Control)
Language:Jupyter Notebook 2VineetKT / ML_fastapi_on_Heroku_CI-CD
Deploying a Machine Learning Model on Heroku with FastAPI using CI/CD tools as GitHub Actions and Heroku Automatic Deployment.
Language:Jupyter Notebook 2HarshStats / Chicken-Disease-Classification-Using-MLOPS-DVC-Pipeline-
The Chicken Disease Classification Using MLOps DVC Pipeline project utilizes the VGG16 architecture to analyze images of chicken fecal matter, enabling early disease detection and reducing economic losses in poultry farming.
Language:Jupyter Notebook 1Md-Emon-Hasan / DVC-Turotial
📂 Comprehensive guide on using DVC for efficient and reproducible machine learning projects, covering essential commands and workflows.
abdmuffid / DVC-Basics
In this repository, an ML-Ops task is undertaken to practice configuring and storing data using DVC on GitHub. The goal is to explore how DVC seamlessly integrates for efficient data management, enhancing reproducibility and scalability in machine learning workflows.
0ajithvcoder / dvc-aws-s3-bucket-workflow-setup
tutorial to connect dvc and aws-s3 and run github actions
tutorial to connect dvc and gdrive and run github actions
Data Version Control Pipeline assignment-6 from The School of AI EMLO-V4 course assignment https://theschoolof.ai/#programs
Language:Pythoncr21 / DVC-pytorch-lightning-MLOps
Data Version Control (DVC) , Hydra, Pytorch Lightning Integration MLOPS
Language:PythonFaisal-AlDhuwayhi / Deploying-ML-Model-to-Cloud
Deploying a ML Model to Cloud Platform with FastAPI applying CI/CD practices
Language:Python
