PeterFogh / dvc_dask_use_case
A use case of a reproducible machine learning pipeline using Dask, DVC, and MLflow.
☆23Updated 5 years ago
Alternatives and similar repositories for dvc_dask_use_case:
Users that are interested in dvc_dask_use_case are comparing it to the libraries listed below
- Dvc + Streamlit = ❤️☆40Updated last year
- DVC support for Airflow workflows☆6Updated 2 years ago
- ☆28Updated 2 years ago
- 📈 Log and track ML metrics, parameters, models with Git and/or DVC☆172Updated last week
- A proof of concept library for generating and running machine learning model tests☆13Updated 4 years ago
- A walkthrough of essential DVC features (including tutorial text as well as a working environment).☆17Updated 2 years ago
- 🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.☆146Updated last week
- Benchmarks for DVC☆20Updated last week
- Public repository for versioning machine learning data☆42Updated 3 years ago
- CraftML is a restful web service for easy pipeline creation without code.☆13Updated 4 years ago
- dask-pytorch-ddp is a Python package that makes it easy to train PyTorch models on dask clusters using distributed data parallel.☆59Updated 4 years ago
- ☆20Updated 2 years ago
- Data sets and ML models versioning example from DVC get started☆9Updated 11 months ago
- Hypergol is a Data Science/Machine Learning productivity toolkit to accelerate any projects into production with autogenerated code, stan…☆53Updated 2 years ago
- Easy to use util for profiling in production☆11Updated last year
- A library helping to gather stats and run checks during training deep learning models with Pytorch☆36Updated 3 years ago
- A tiny Catalyst-like experiment runner framework on top of micrograd.☆51Updated 4 years ago
- Dockerized ML Cookiecutter☆73Updated 2 years ago
- Data Version Control (DVC) tutorial 2. Iris Demo Project☆14Updated 2 years ago
- Dataset registry DVC project☆74Updated 11 months ago
- Tools for MLflow☆37Updated last year
- DVC's data management subsystem☆18Updated last week
- Tries to shrink your Pandas column dtypes with no data loss so you have more spare RAM☆84Updated last year
- Source code and generator scripts for example DVC projects☆21Updated 11 months ago
- Research repo for code that may or may not end up in fastai3☆50Updated 3 years ago
- A collection of inference modules for fastai2☆90Updated 2 years ago
- Altair backend for pandas plotting☆102Updated 4 years ago
- ☆21Updated 2 years ago
- Accompanies the uncool MLOps workshop☆26Updated 2 years ago
- yet another custom data science template via cookiecutter☆70Updated 3 months ago