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: 29 Sep 2024

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: 04 Aug 2024

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

data-science dvc git

Last synced: 03 Aug 2024

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: 01 Aug 2024

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: 03 Aug 2024

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: 26 Sep 2024

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: 03 Aug 2024

https://github.com/gennaro-tedesco/nvim-dvc

The long awaited dvc plugin for neovim

dvc lua neovim

Last synced: 03 Aug 2024

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: 13 Aug 2024

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: 13 Aug 2024

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: 03 Aug 2024

https://github.com/iterative/dvcyaml-schema

Schema for dvc.yaml

dvc dvc-yaml jsonschema

Last synced: 30 Sep 2024

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: 03 Aug 2024

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: 03 Aug 2024

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: 28 Sep 2024

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: 29 Sep 2024

https://github.com/zmirack/mlops

my first mlops project

aws cicd ct-pipelines docker dvc dvc-pipeline git github grafana jenkins prometheus

Last synced: 27 Sep 2024