dvc

There are 3 repositories under dvc topic.

grok-ai / nn-template
Generic template to bootstrap your PyTorch project.
pytorch template pytorch-lightning wandb dvc hydra research deep-learning best-practices reproducibility project-structure weights-and-biases streamlit mkdocs github-actions best-practises pre-commit cookiecutter huggingface-datasets
Language:Python 612
iterative / PyDrive2
Google Drive API Python wrapper library. Maintained fork of PyDrive.
pydrive google gdrive api python dvc documentation pages
Language:Python 528
fds
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
Language:Python 382
mlops-guide / mlops-guide.github.io
🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.
mlops mlops-environment guide machine-learning watson dvc cml github-actions mlops-workflow mlops-community ibm-watson guides tutorial guided-project tutorials
Language:JavaScript 215
vscode-dvc
iterative / vscode-dvc
Machine learning experiment tracking and data versioning with DVC extension for VS Code
vscode vscode-extension dvc data data-science machine-learning python visual-studio-code
Language:TypeScript 177
iterative / example-get-started
Get started DVC project
dvc reproducible-research reproducibility reproducible python machine-learning example
Language:Python 167
Pythondeveloper6 / Awesome-MLOPS
All the available resources to master MLOPS from scratch
automl aws-sagemaker azure-ml bentoml dagshub django docker dvc fastapi git gradio kubeflow mlflow mlops pycaret shape streamlit zenml
155
iterative / dvclive
📈 Log and track ML metrics, parameters, models with Git and/or DVC
machine-learning visualization developer-tools deep-learning dvc logger hacktoberfest
Language:Python 152
vincentjzy / OpenCorr
Digital Image Correlation & Digital Volume Correlation Library
image correlation dic dvc digital-image-correlation digital-volume-correlation computer-vision algorithms deformation-monitoring motion-tracking stereo-matching image-matching image-registration 3d-sift fast-fourier-convolution inverse-compositional-gauss-newton
Language:C++ 152
DagsHub / client
DagsHub client libraries
ai data data-science data-streaming dvc hacktoberfest hacktoberfest2023 keras machine-learning machinelearning mlops python pytorch tensorflow
Language:Python 89
iterative / awesome-iterative-projects
A list of projects relying on Iterative.AI tools to achieve awesomeness
awesome-list awesome hacktoberfest example data-science deep-learning dvc machine-learning awesome-lists awesome-dvc
63
iterative / dataset-registry
Dataset registry DVC project
example data-science dataset dvc machine-learning registry
60
Serving-Machine-Learning-Models
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.
docker machine-learning actions bentoml css deployment dvc fastapi flask heroku heroku-deployment html5 kivymd mlflow mlops streamlit webapp
Language:CSS 52
mlops-guide / dvc-gitactions
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
ci-cd cml dvc dvc-pipeline ibm-cloud ibm-watson machine-learning mlops mlops-environment mlops-workflow watson watson-api
Language:Jupyter Notebook 41
ZnTrack
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
Language:Python 41
iterative / example-get-started-experiments
Get started DVC project
computer-vision dvc example machine-learning python reproducibility reproducible-research
Language:Python 40
ashishpatel26 / Awesome-MLOps-Course-Outline
Awesome MLOps Course Outline
course docker github gitlab grafana kubeflow kubernetes mlflow mlops outline protheus pytorch tensorflow tfx awesome devops dvc linux mlops-community
32
iterative / workshop-uncool-mlops
Accompanies the uncool MLOps workshop
dvc workshop
Language:Python 26
gennaro-tedesco / nvim-dvc
The long awaited dvc plugin for neovim
neovim lua dvc
Language:Lua 25
PeterFogh / dvc_dask_use_case
A use case of a reproducible machine learning pipeline using Dask, DVC, and MLflow.
dvc dask example usecase guide setup mlflow mlflow-tracking-server
Language:Python 23
sicara / pycon-2022-dvc-streamlit
PyCon Talks 2022 by Antoine Toubhans
dvc mlops streamlit
Language:Python 23
iterative / example-repos-dev
Source code and generator scripts for example DVC projects
bash dvc example machine-learning open-source
Language:Python 21
mlops-guide / mlops-template
🍪 Cookiecutter template for MLOps Project. Based on: https://mlops-guide.github.io/
mlops mlops-template cookiecutter-template mlops-guide dvc machine-learning ibm-watson ibm-watson-services mlops-environment mlops-workflow
Language:Python 21
iterative / dvc-bench
Benchmarks for DVC
benchmarks dvc performance-testing asv pytest-benchmark airspeed-velocity benchmark python testing
Language:Python 20
akucia / analog-watch-recognition
Reading time from analog clocks
computer-vision dataset analog-clock analog-watch tensorflow dvc python
Language:Python 19
iterative / scmrepo
SCM wrapper and fsspec filesystem for Git for use in DVC.
scm git vcs libgit2 pygit2 dulwich gitpython mercurial dvc
Language:Python 19
finloop / usad-torchlightning
Implementation of USAD (UnSupervised Anomaly Detection on multivariate time series) in PyTorch Lightning
anomaly-detection pytorch pytorch-lightning dvc dvc-pipeline
Language:Python 17
iterative / dvc-data
DVC's data management subsystem
data data-management dvc package python
Language:Python 17
curiousily / Reproducible-ML-with-DVC
Tutorial on experiment tracking and reproducibility for Machine Learning projects with DVC
dvc reproducibility linear-regression random-forest python deep-learning machine-learning scikit-learn tracking experiment-tracking metrics
Language:Python 16
3D-model-datasets
DagsHub / 3D-model-datasets
Open-source 3D Model datasets
codepeak codepeak2022 data-science dataset dvc hacktoberfest hacktoberfest-2022 hacktoberfest-2023 hacktoberfest2022 hacktoberfest22 machine-learning
15
dmesquita / dvc_pipelines_and_experiments_tutorial
Building a maintainable Machine Learning pipeline using DVC
machine-learning pipelines dvc dvc-for-experiment-management reproducibility project-management experiments
Language:Python 15
studio-support
iterative / studio-support
❓ DVC Studio Issues, Question, and Discussions
machine-learning dvc data-science support mlops
15
swiss-ai-center / a-guide-to-mlops
A simple yet complete guide to MLOps tools and practices - from a conventional way to a modern approach of working with ML projects.
best-practices ml mlops bentoml cml dvc
Language:Dockerfile 15
Hassi34 / brain-tumor-classification
This project contains the production ready Machine Learning(Deep Learning) solution for detecting and classifying the brain tumor in medical images
aiops circleci data data-science deep-learning dvc dvc-pipeline machine mlflow mlops tensorflow
Language:Python 14
iterative / VSCode-DVC-Workshop
Workshop about DVC VSCode Extension
data-science dvc machine-learning python workshop example
Language:Jupyter Notebook 14
LMU-Seminar-LLMs / llm-data-annotation
Harness Large Language Models like OpenAI's GPT-3.5 for data annotation and model enhancement. This framework combines human expertise with LLM precision, employs Iterative Active Learning for continuous improvement, and integrates CleanLab (Confident Learning) to ensure high-quality datasets and superior model performance
bert data-annotation fine-tuning gpt-3-5-turbo llm nlp dvc mlflow active-learning cleanlab confident-learning gpt gpt-4 noisy-labels weak-supervision
Language:Python 14

dvc

grok-ai / nn-template

iterative / PyDrive2

DagsHub / fds

mlops-guide / mlops-guide.github.io

iterative / vscode-dvc

iterative / example-get-started

Pythondeveloper6 / Awesome-MLOPS

iterative / dvclive

vincentjzy / OpenCorr

DagsHub / client

iterative / awesome-iterative-projects

iterative / dataset-registry

Nneji123 / Serving-Machine-Learning-Models

mlops-guide / dvc-gitactions

zincware / ZnTrack

iterative / example-get-started-experiments

ashishpatel26 / Awesome-MLOps-Course-Outline

iterative / workshop-uncool-mlops

gennaro-tedesco / nvim-dvc

PeterFogh / dvc_dask_use_case

sicara / pycon-2022-dvc-streamlit

iterative / example-repos-dev

mlops-guide / mlops-template

iterative / dvc-bench

akucia / analog-watch-recognition

iterative / scmrepo

finloop / usad-torchlightning

iterative / dvc-data

curiousily / Reproducible-ML-with-DVC

DagsHub / 3D-model-datasets

dmesquita / dvc_pipelines_and_experiments_tutorial

iterative / studio-support

swiss-ai-center / a-guide-to-mlops

Hassi34 / brain-tumor-classification

iterative / VSCode-DVC-Workshop

LMU-Seminar-LLMs / llm-data-annotation