data-version-control
There are 22 repositories under data-version-control topic.
- doltLanguage:Go 19240
- dvcLanguage:Python 15069
- lakeFSLanguage:Go 4965
- Language:TypeScript 1352
data-drift / data-drift
Metrics Observability & Troubleshooting
Language:HTML 325- sgr
splitgraph / sgr
sgr (command line client for Splitgraph) and the splitgraph Python library
Language:Python 323 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 110ropensci / gittargets
Data version control for reproducible analysis pipelines in R with {targets}.
Language:R 89NtreevSoft / Crema
Meta data server & client tools for game development
Language:C# 70git-lfs-fuse / git-lfs-fuse
Mount remote repositories, models and datasets managed by Git LFS instantly.
Language:Go 55- ZnTrackLanguage:Python 53
- Language:Go 40
aws-samples / amazon-sagemaker-experiments-dvc-demo
SageMaker Experiments and DVC
Language:Jupyter Notebook 16martysai / 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 10data-as-code / dac
Python Data as Code core implementation
Language:Python 9datopian / ckanext-versions
A CKAN extension for data versioning.
Language:Python 9- 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 7Shuyib / data-version-ctrl
Data version control with Makefile and DVC for a regression task to estimate insurance costs for certain individuals.
Language:Python 6ClimateImpactLab / DataFS
An abstraction layer for data storage systems
Language:Python 5mlrepa / 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 2RaedAddala / AI-Engineering-Project-Template
ML Project Template containing data, data collection, feature engineering, model trainings, model config files, tests, and serialized models.
VineetKT / 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 2AbhaySingh71 / MLops-emotion-detection
An end-to-end MLOps pipeline for emotion detection. Features data versioning with DVC + AWS S3, model training and evaluation with MLflow, CI/CD via GitHub Actions, FastAPI serving, Docker containerization, AWS EC2 deployment, and experiment tracking on DagsHub.
Language:Jupyter Notebook 1HarshStats / End-to-End-Deep-Learning-Project-Chicken-Disease-Classification
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.
aliyzd95 / project-dnn-ser-pipeline
This repository contains a complete machine learning pipeline for Speech Emotion Recognition (SER) using Deep Neural Networks (DNNs).
Language:PythonFaisal-AlDhuwayhi / Deploying-ML-Model-to-Cloud
Deploying a ML Model to Cloud Platform with FastAPI applying CI/CD practices
Language:PythonRoshankikani / food-delivery-eta-prediction-system
A full-stack machine learning architecture for food delivery ETA prediction, leveraging a DVC-driven pipeline, automated CI/CD workflows, cloud artifact management, and LGBM-based stacked regression ensemble for high-fidelity time estimations.
Language:Python
