Projects in Awesome Lists tagged with dvc
A curated list of projects in awesome lists tagged with dvc .
https://github.com/grok-ai/nn-template
Generic template to bootstrap your PyTorch project.
best-practices best-practises cookiecutter deep-learning dvc github-actions huggingface-datasets hydra mkdocs pre-commit project-structure pytorch pytorch-lightning reproducibility research streamlit template wandb weights-and-biases
Last synced: 04 Apr 2025
https://github.com/iterative/PyDrive2
Google Drive API Python wrapper library. Maintained fork of PyDrive.
api documentation dvc gdrive google pages pydrive python
Last synced: 15 May 2025
https://github.com/iterative/pydrive2
Google Drive API Python wrapper library. Maintained fork of PyDrive.
api documentation dvc gdrive google pages pydrive python
Last synced: 14 May 2025
https://github.com/DagsHub/fds
Fast Data Science, AKA fds, is a CLI for Data Scientists to version control data and code at once, by conveniently wrapping git and dvc
Last synced: 08 May 2025
https://github.com/dagshub/fds
Fast Data Science, AKA fds, is a CLI for Data Scientists to version control data and code at once, by conveniently wrapping git and dvc
Last synced: 12 Apr 2025
https://github.com/vincentjzy/OpenCorr
Digital Image Correlation & Digital Volume Correlation Library
3d-sift algorithms computer-vision correlation deformation-monitoring dic digital-image-correlation digital-volume-correlation dvc fast-fourier-convolution gpu graphical-user-interface image-matching image-registration inverse-compositional-gauss-newton motion-tracking parallel-computing stereo-matching
Last synced: 05 Apr 2025
https://github.com/iterative/vscode-dvc
Machine learning experiment tracking and data versioning with DVC extension for VS Code
data data-science dvc machine-learning python visual-studio-code vscode vscode-extension
Last synced: 18 Jun 2025
https://github.com/iterative/example-get-started
Get started DVC project (NLP, random forest)
dvc example machine-learning nlp python random-forest reproducibility reproducible reproducible-research
Last synced: 18 Jun 2025
https://github.com/iterative/dvclive
📈 Log and track ML metrics, parameters, models with Git and/or DVC
deep-learning developer-tools dvc hacktoberfest logger machine-learning visualization
Last synced: 18 Jun 2025
https://github.com/dagshub/client
DagsHub client libraries
ai data data-science data-streaming dvc hacktoberfest hacktoberfest2023 keras machine-learning machinelearning mlops python pytorch tensorflow
Last synced: 16 May 2025
https://github.com/iterative/dataset-registry
Dataset registry DVC project
data-science dataset dvc example machine-learning registry
Last synced: 18 Jun 2025
https://github.com/iterative/example-get-started-experiments
Get started DVC project
computer-vision dvc example machine-learning python reproducibility reproducible-research
Last synced: 18 Jun 2025
https://github.com/zincware/zntrack
Create, visualize, run & benchmark DVC pipelines in Python & Jupyter notebooks.
data-science data-version-control developer-tools dvc git machine-learning python reproducibility
Last synced: 22 Jul 2025
https://github.com/nneji123/serving-machine-learning-models
This repository contains instructions, template source code and examples on how to serve/deploy machine learning models using various frameworks and applications such as Docker, Flask, FastAPI, BentoML, Streamlit, MLflow and even code on how to deploy your machine learning model as an android app.
actions bentoml css deployment docker dvc fastapi flask heroku heroku-deployment html5 kivymd machine-learning mlflow mlops streamlit webapp
Last synced: 06 May 2025
https://github.com/zincware/ZnTrack
Create, visualize, run & benchmark DVC pipelines in Python & Jupyter notebooks.
data-science data-version-control developer-tools dvc git machine-learning python reproducibility
Last synced: 07 May 2025
https://github.com/git-lfs-fuse/git-lfs-fuse
Mount remote repositories, models and datasets managed by Git LFS locally.
data-version-control dataversioning dvc fuse fuse-filesystem git-lfs huggingface-datasets huggingface-models
Last synced: 13 Jan 2026
https://github.com/ashishpatel26/awesome-mlops-course-outline
Awesome MLOps Course Outline
awesome course devops docker dvc github gitlab grafana kubeflow kubernetes linux mlflow mlops mlops-community outline protheus pytorch tensorflow tfx
Last synced: 30 Dec 2025
https://github.com/gennaro-tedesco/nvim-dvc
The long awaited dvc plugin for neovim
Last synced: 15 Mar 2026
https://github.com/iterative/workshop-uncool-mlops
Accompanies the uncool MLOps workshop
Last synced: 17 Jul 2025
https://github.com/sicara/pycon-2022-dvc-streamlit
PyCon Talks 2022 by Antoine Toubhans
Last synced: 11 Apr 2025
https://github.com/iterative/example-repos-dev
Source code and generator scripts for example DVC projects
bash dvc example machine-learning open-source
Last synced: 10 Mar 2026
https://github.com/iterative/dvc-bench
Benchmarks for DVC
airspeed-velocity asv benchmark benchmarks dvc performance-testing pytest-benchmark python testing
Last synced: 18 Jun 2025
https://github.com/calkit/calkit
A framework and toolkit for analytical/research projects, with an emphasis on reproducibility.
conda docker dvc environments git latex open-science overleaf pipelines reproducibility reproducible-research reproducible-science research version-control workflow-management
Last synced: 11 May 2026
https://github.com/cusyio/python4datascience
Teaching materials for the cusy training courses on Python-based data science workflows: https://cusy.io/en/seminars
data-science datascience dvc git ipython numpy pandas python
Last synced: 05 Sep 2025
https://github.com/curiousily/Reproducible-ML-with-DVC
Tutorial on experiment tracking and reproducibility for Machine Learning projects with DVC
deep-learning dvc experiment-tracking linear-regression machine-learning metrics python random-forest reproducibility scikit-learn tracking
Last synced: 29 Jul 2025
https://github.com/curiousily/reproducible-ml-with-dvc
Tutorial on experiment tracking and reproducibility for Machine Learning projects with DVC
deep-learning dvc experiment-tracking linear-regression machine-learning metrics python random-forest reproducibility scikit-learn tracking
Last synced: 07 Apr 2026
https://github.com/dagshub/3d-model-datasets
Open-source 3D Model datasets
codepeak codepeak2022 data-science dataset dvc hacktoberfest hacktoberfest-2022 hacktoberfest-2023 hacktoberfest2022 hacktoberfest22 machine-learning
Last synced: 02 Jan 2026
https://github.com/iterative/studio-support
❓ DVC Studio Issues, Question, and Discussions
data-science dvc machine-learning mlops support
Last synced: 04 Feb 2026
https://github.com/dmesquita/dvc_pipelines_and_experiments_tutorial
Building a maintainable Machine Learning pipeline using DVC
dvc dvc-for-experiment-management experiments machine-learning pipelines project-management reproducibility
Last synced: 07 May 2025
https://github.com/iterative/dvc-objects
dvc objects - contains filesystem and object-db level abstractions to use in dvc and dvc-data
Last synced: 10 Sep 2025
https://github.com/tezansahu/dvc-pycaret-fastapi-demo
Repository for the Demo of using DVC with PyCaret & MLOps (DVC Office Hours - 20th Jan, 2022)
data-science demo deployment dvc fastapi machine-learning mlops-workflow pycaret
Last synced: 26 Dec 2025
https://github.com/iterative/features
A collection of development container 'features' for machine learning and data science
data-science dvc features machine-learning
Last synced: 18 Jun 2025
https://github.com/iterative/example-versioning
Data sets and ML models versioning example from DVC get started
data-management docs dvc example versioning
Last synced: 04 Sep 2025
https://github.com/chandru-21/mlops_project
An end-to-end MLOps pipeline(CI/CD/CT/CM) project for training, versioning, deploying, and monitoring machine learning models using FastAPI, Kubernetes, MLflow, DVC, Prometheus, and Grafana.
aws cicd data-science docker dvc evidentlyai fastapi github-actions grafana grafana-dashboard kubernetes machine-learning mlops mlops-community mlops-project mlops-template prometheus
Last synced: 24 Sep 2025
https://github.com/mxagar/mlops_udacity
These are my notes of the Udacity Nanodegree Machine Learning DevOps Engineer.
cicd deployment dvc fastapi heroku machine-learning mlflow mlops model-drift monitoring production wandb
Last synced: 06 Apr 2025
https://github.com/treeverse/dvc-render
Library for rendering DVC plots
dvc package plots rendering visualization
Last synced: 11 Mar 2026
https://github.com/iterative/dvc-render
Library for rendering DVC plots
dvc package plots rendering visualization
Last synced: 18 Jun 2025
https://github.com/treeverse/sqltrie
SQL-based prefix tree implementation inspired by pygtrie and python-diskcache
Last synced: 19 Jan 2026
https://github.com/treeverse/dvc-studio-client
Client to interact with DVC Studio
Last synced: 19 Jan 2026
https://github.com/iterative/example-pokemon-classifier
Example project with a CNN to train a Pokémon type classifier.
dvc example jupyter-notebook machine-learning papermill python
Last synced: 18 Jun 2025
https://github.com/iterative/dvc-studio-client
Client to interact with DVC Studio
Last synced: 18 Jun 2025
https://github.com/skshetry/dvc-data-rs
Faster, Pure Rust Implementation of DVC
Last synced: 09 Aug 2025
https://github.com/shuyib/data-version-ctrl
Data version control with Makefile and DVC for a regression task to estimate insurance costs for certain individuals.
continuous-training data-version-control datascience docker dvc insurance-cost jupyter-notebook machinelearning makefiles mlem python regression-analysis
Last synced: 28 Feb 2026
https://github.com/iterative/sqltrie
SQL-based prefix tree implementation inspired by pygtrie and python-diskcache
Last synced: 18 Jun 2025
https://github.com/aasimsani/ml_project_template
A template repository to quickly get started on a new Machine Learning project.
ai conda deep-learning dvc machine-learning miniconda ml python pytorch pytorch-lightning template wandb weights-and-biases
Last synced: 18 Jan 2026
https://github.com/c17hawke/aiops-project-dvc-nlp-usecase
AIOps-project-DVC-NLP-usecase
aiops cml dvc dvc-pipeline mlops python
Last synced: 03 Aug 2025
https://github.com/rauhanahmed/store-sales-forecasting
End-to-End Python based ML project focusing on forecasting multiple multivariate time series with production grade deployment techniques.
darts docker dockerhub dvc fastapi git github github-actions machine-learning mlops-workflow multiple-time-series multivariate-timeseries python python3 time-series webhook
Last synced: 08 Jun 2026
https://github.com/pcrespov/programming-collective-intelligence-segaran
Book exos
Last synced: 27 Jul 2025
https://github.com/shcheklein/dvc-docker-example
An example of DVC pipeline with a Docker-wrapped command
dvc dvc-pipeline example machine-learning
Last synced: 02 Jul 2025
https://github.com/hzdr/dvc_tutorial_series
Small collection of dvc tutorials
Last synced: 03 Mar 2025
https://github.com/iterative/sagemaker-pipeline
An example project, showcasing a DVC pipeline using SageMaker SDK for data preparation and model training
dvc dvc-pipeline example sagemaker scikit-learn xgboost
Last synced: 18 Jun 2025
https://github.com/shcheklein/ensemble-dvc-template
Skeleton for DVC pipeline to evaluate multiple models together
data-science dvc dvc-pipeline ensemble ensemble-machine-learning ensemble-model machine-learning pipeline
Last synced: 11 Apr 2025
https://github.com/jbris/prefect-surrogate-models
Demonstrating the use of Prefect to orchestrate the creation of machine learning surrogate models as applied to mechanistic crop models.
bayesian-optimization botorch dask docker docker-compose dvc gpytorch mechanistic-models minio mlflow mlflow-tracking-server mlops pcse prefect prefect-agent process-modeling surrogate-based-optimization surrogate-models variational-bayes variational-inference
Last synced: 12 Oct 2025
https://github.com/tylerlittlefield/mlops
:rocket: dvc + cml + tidymodels
cml dvc mlops rstats tidymodels
Last synced: 01 Feb 2026
https://github.com/iterative/checkpoints-tutorial
This is the code used in the checkpoints tutorial.
Last synced: 18 Jun 2025
https://github.com/iterative/chocolatey-dvc
Chocolatey package for dvc
chocolatey chocolatey-packages data-science deep-learning dvc dvc-pkg-builder machine-learning
Last synced: 18 Jun 2025
https://github.com/iterative/example-get-started-ssh-private-fixture
Frozen copy of the Get Started DVC project. Used in Studio tests to test SSH remote credentials.
Last synced: 18 Jun 2025
https://github.com/dagshub/open-source-data-pipeline
A repository that holds machine learning projects that uses DVC for data pipeline orchestration
ai dagshub dvc dvc-pipeline hacktoberfest hacktoberfest-2023 machine-learning machinelearning mlops open-source
Last synced: 19 Mar 2026
https://github.com/styczynski/dvc-fs
High-level API work easy writing/reading/listing files inside the DVC
dvc fs pyfilesystem2 python python3
Last synced: 26 Oct 2025
https://github.com/iterative/dvc-hdfs
HDFS/WebHDFS plugin for dvc
dvc dvc-plugin hadoop hdfs plugin
Last synced: 11 Oct 2025
https://github.com/jkanishkha0305/kidney_disease_classification
End to End Kidney Disease Classification model using MLFlow, DVC, DagsHub, AWS, Github Actions, Docker
aws dagshub docker dvc github-actions mlflow tensorflow2
Last synced: 29 Jan 2026
https://github.com/subhayudutta/signspotter
TrafficSignSpotter predicts Indian traffic signs by analyzing images, leveraging advanced machine learning algorithms to ensure accurate recognition and timely detection, enhancing road safety and compliance with traffic regulations.
cnn dagshub dvc mlflow mlops python
Last synced: 26 Oct 2025
https://github.com/dark-art108/mlops-with-wafer
Working with Mlops Tools like Mlflow,Kubeflow and others
ai airflow computer-vision dvc kubeflow machine-learning mlflow-tracking
Last synced: 19 Mar 2026
https://github.com/tedoaba/kaim-w3
Risk and Predictive Analytics in the Area of Car Insurance Planning and Marketing
car-insurance dvc dvc-pipeline marketing predictive-analytics risk-analysis risk-management risk-prediction
Last synced: 20 Mar 2025
https://github.com/shcheklein/dvc-sql-example
A simple DVC pipeline to fetch from an SQL DB, cache as parquet for reproducibility and faster processing
azure dvc dvc-pipeline example pipeline
Last synced: 20 May 2026
https://github.com/danhenriquex/machine_learning_project
Machine Learning Project Setup with DVC, Hydra, GCP and Docker
docker dvc gcp hydra machine-learning mlops
Last synced: 04 Mar 2025
https://github.com/md-emon-hasan/artificial-intelligence-engineer
This is likely featuring projects and resources related to AI. It may include code examples, tutorials related to AI concepts, algorithms, and applications.
artificial-intelligence bentoml circleci computer-vision data-science deep-learning deployment development devops docker dvc evidentlyai flask framkework library machine-learning mlops natural-language-processing python
Last synced: 09 Apr 2026
https://github.com/imamaaa/mlops-air-quality-prediction-pipeline
MLOps pipeline for real-time air quality monitoring and pollution prediction. Uses ARIMA & LSTM models, DVC for data versioning, Flask API for deployment, and Prometheus & Grafana for monitoring.
air-quality arima data-versioning dvc environmental-monitoring flask-api grafana lstm machine-learning mlops pollution-prediction prometheus time-series
Last synced: 13 Apr 2026
https://github.com/omar-karimov/medichestai
This project utilizes cutting-edge MLOps practices, integrating CI/CD pipelines, DVC, and MLflow to streamline development, testing, and deployment for deep learning models on chest CT images.
aws classification dagshub deployment-automation docker-compose dvc ec2-instance ecr end-to-end flask git github-actions jenkins-pipeline keras-tensorflow mlflow mlops shell-script yaml-configuration
Last synced: 13 Feb 2026
https://github.com/natlibfi/fintoai-data-yso
DVC pipeline for YSO projects of Finto AI
annif dvc dvc-pipeline glam subject-indexing text-classification
Last synced: 14 Mar 2025
https://github.com/sidd-77/kidney-disease-classification
End-to-end deep learning project...
docker dvc keras mlflow notebook streamlit tensforflow
Last synced: 11 Apr 2026
https://github.com/264gaurav/deep-learning
Deep Learning and Neural Network learning/building and exploring
artificial-neural-networks dagshub deep-learning deep-neural-networks dvc experiment-tracking hyperparameter-tuning keras-tensorflow keras-tuner mlflow-tracking numpy sklearn tensorflow testing training-data
Last synced: 06 May 2026
https://github.com/md-emon-hasan/dvc-turotial
📂 Comprehensive guide on using DVC for efficient and reproducible machine learning projects, covering essential commands and workflows.
data-engineering data-management data-science data-version-control dvc mlops version-control
Last synced: 19 Mar 2026
https://github.com/xu-justin/deepfacedrawing-weight
A generative model that could generate photo-realistic face images from hand-sketch face images.
Last synced: 19 Mar 2026
https://github.com/udit-rawat/gan-n
A experimental project that delves in dealing with CI dataset using SMOTENN+GAN with dvc experimentation.
classimbalance dvc dvc-pipeline gan smote-sampling
Last synced: 21 May 2026
https://github.com/arv-anshul/yt-comment-sentiment
An end-to-end project to predict the sentiment of YouTube video comments using Machine Learning.
dashboard dvc end-to-end machine-learning mlflow python3 sklearn vue youtube
Last synced: 20 Apr 2026
https://github.com/coolmunzi/webapp_mlops
This is a simple webapp for wine quality prediction and involves MLOPs including DVC for model and data tracking and Github actions for CI-Cd workflows. The app is deployed on Heroku.
ci-cd ci-cd-pipeline devops dvc elasticnet github-actions heroku machine-learning machine-learning-application mlops mlops-environment regression webapp
Last synced: 14 May 2026
https://github.com/subhayudutta/sentiment-analysis-of-flipkart-reviews
This project focuses on sentiment analysis of Flipkart reviews using machine learning operations (MLOps) techniques.
aws-ec2 dagshub dvc dvc-pipeline flask github-actions mlflow mlops python tensorflow
Last synced: 09 Apr 2026
https://github.com/calkit/example-notebook-pipeline
An example project that uses a Jupyter notebook as a pipeline.
calkit dvc dvc-pipeline jupyter-notebook reproducibility
Last synced: 27 Feb 2025
https://github.com/tejashah88/comsc-165-scripts
Collection of automation scripts for DVC's COMSC-165 Labs
automation comsc-165 cs dvc scripts
Last synced: 26 Mar 2025
https://github.com/himank-khatri/coccidiosis-classification
End To End implementation of chicken disease classification. Model trained on VGG16.
chicken-disease-classification computervision dvc machinelearning mlops tensorflow vgg16-model
Last synced: 17 Apr 2026
https://github.com/andrii-zapukhlyi/crypto_market_sentiment
Enhancing Cryptocurrency Trading Strategies with Sentiment Analysis and NLP
aws deep-learning docker dvc fastapi machine-learning nlp python pytorch
Last synced: 09 Apr 2026
https://github.com/leomaurodesenv/dvc-luigi-nlp
This is a learning repository about DVC Data Version Control and Luigi Pipelines
data-science dvc kaggle luigi luigi-workflows machine-learning
Last synced: 20 May 2026
https://github.com/shcheklein/multiple-models-dvc
A DVC example that utilizes templates to produce multiple models
data-science dvc dvc-pipeline reproducibility
Last synced: 12 Jul 2025
https://github.com/2003harsh/text-classification-using-mlops
The Text Classification using MLOps project delivers a production-ready MLOps pipeline with MLflow for experiment tracking, DVC for data versioning on Amazon S3, and CI/CD automation via GitHub Actions. It features AWS Auto Scaling Groups, Load Balancers, and Launch Templates for scalable and resilient deployments.
auto-scaling-groups aws-ec2 aws-s3 blue-green-deployment cicd code-deploy dvc dvc-pipeline ecr flask load-balancer mlflow
Last synced: 17 May 2026
